The silence of the library was almost unbearable. Emily, hunched over a textbook, felt a bead of sweat trickle down her spine. Mrs. Chen, her math teacher, had started following her on Snapchat. The colorful world of her private life, once a source of joy, now felt like a minefield.

She closed the book with a resounding thud. The equations, once a source of challenge, now seemed to mock her. Her carefully constructed facade, the image she projected to the world, felt fragile and unstable. She had to stay silent, she had to stay still. She was pinned down, and the walls were closing in.

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