The chipped mug warmed Amelia’s hands as she stared out the rain-streaked window of the coffee shop. The endless grey mirroring the hollowness inside. She'd been here for hours, the lukewarm brew a testament to her inertia. Her gaze drifted to the flyer on the corkboard, advertising a pottery class, a new job posting... anything. Anything to break the monotony. The weight on her chest was a leaden thing, pressing her down. Later, Liam would arrive, and they'd revisit the old memories. The problem was, which memories exactly?

Liam arrived, a whirlwind of apologies for his tardiness, his smile bright. "So, the lake. Remember how…?” he began, his eyes sparkling with anticipation. Amelia felt a familiar tightness in her throat. She recalled the boat, yes, and the laughter. But the details were blurry, softened by years, unlike Liam's vivid recollection. He remembered the exact spot they'd found, the fish they'd supposedly caught, the way the sun had hit the water. She just... wasn’t there.

“It was… peaceful, wasn’t it?” Amelia offered, her voice small. Liam’s brow furrowed, a flicker of something she couldn't name passing over his face. The story felt suffocating, and Amelia felt as though she was being swallowed up by the past.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263