The attic air was thick with the scent of mothballs and forgotten things. Daniel, sorting through his grandfather’s belongings after his grandmother's passing, found the letter stuffed inside a battered briefcase. It was a letter of resignation from a prestigious law firm. Dated just a few years before his grandfather met his grandmother.

He read the words, feeling a knot tighten in his stomach. His grandfather had become a pillar of the community, a respected lawyer. He had achieved everything he could have wished for, but this letter suggested a different path. A path not taken.

Daniel, a lawyer himself, felt the walls closing in around him. The pressure, the expectations, the unrelenting demands. He closed the briefcase, the weight of it suddenly unbearable. He could not breathe.

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