"Congratulations, Sarah!" Her colleague, brimming with enthusiasm, slapped her on the back. Sarah forced a smile, the muscles in her face strained. The celebration felt hollow, a performance she was forced to participate in. Inside, a growing unease twisted her gut.

The celebratory lunch at the company cafeteria choked her. The noise, the forced conviviality, the constant praise for *her* article. Sarah found herself picking at her salad, the food tasting like ash. She couldn't meet anyone's eyes.

Back at her desk, she felt a sudden urge to flee. She abruptly pushed back her chair and stood, only to find the room spinning. The walls seemed to tilt inward. She grabbed onto the edge of her desk to steady herself, the wood cold and unforgiving under her grip.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

This story is one of 1,000 stories generated for the emotion trapped. 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 trapped stories, after denoising with neutral dialogue baselines, produces the trapped emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322