He found himself pacing his tiny apartment again. The worn carpet offered no comfort beneath his restless feet. The walls were closing in, he thought, the air thick with the residue of unfulfilled dreams. He'd been messaging Maya for six months. She knew all his secrets. All his frustrations.

His phone buzzed. Maya. He tapped the screen, eager for the distraction. He read her latest message: “Just finished watching the sunset. It was beautiful.”

He felt a pang of envy, a tightening in his chest. He hadn’t seen a sunset in weeks.

"Lucky you," he texted back. "Here in the city it's just the same concrete, same grey skies."

A few minutes later, her response popped up. "Where are you, even?"

He hesitated, then typed: “Just a few blocks from the botanical gardens."

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