He was staring at his phone, a dull ache behind his eyes. Michael had seen the follow request on his private account from his drama teacher, Mrs. Olsen. His performances, once a source of joy, now felt like a command performance. He felt suffocated.

The world seemed to have changed. He had planned to go to auditions, but the thought of being seen, of being judged, was overwhelming. Every movement, every gesture, felt scrutinized. He felt a desperate need to escape. The stage, once a place of freedom, now loomed like a cage.

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