The flickering neon sign of the all-night diner cast a sickly yellow glow on Amelia's face. Another late night, another empty stomach. She scraped at a cold plate of fries, the grease doing little to soothe the knot in her stomach. Lately, she felt like she was wading through molasses, each day the same slog. Mark, her supposed friend, had always been so bright, so full of energy. Now she discovered his job was not the high-powered analyst position he constantly bragged about but rather a low-level data entry clerk at a dead-end company. She felt a strange pressure in her chest, like being submerged in water with a weight bearing down on her.

"So, the big shot analyst is really just… this?" she said, her voice flat.

Mark just shrugged, avoiding her gaze. "It's… complicated," he mumbled. The lie, and the sudden shift in his demeanor, felt like a slap in the face.

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