He stared at the documents, the ink blurred by his tears. The words swam before his eyes. He wasn't who he thought he was. His entire childhood, the holidays, the family stories – all felt tainted. He felt a desperate need for oxygen, his lungs aching. He ripped open the window, gulping down the cool evening air.

He paced the confines of his living room, a prisoner in his own home. He felt a primal urge to tear everything apart, to destroy the evidence of a life that was suddenly a lie. He closed his eyes, clenching his fists until his knuckles turned white. He had to be free.

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