The coffee cup trembled in Eleanor's hand, the lukewarm liquid sloshing precariously close to the rim. Across the table, her advisor, Professor Ramirez, beamed, explaining his exciting new opportunity. Eleanor forced a smile, nodding at appropriate intervals. Inside, a strange paralysis settled over her. The library, normally a sanctuary of quiet focus, felt suddenly like a cage, the towering shelves of books morphing into prison bars. She took a large gulp of the bitter coffee, the taste doing nothing to alleviate the dryness in her mouth. She had spent two years under his mentorship. Where would she go now?

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