He stared at the screen, the accusations swirling in front of him. Peter, a software developer, had looked up to the coding guru, Eliza Vance. He watched her on Twitch everyday, learning everything he could. Now, he found out that his project had been ripped off.

He felt a tightening in his throat, making it difficult to swallow. The air in his room felt thick, oppressive, as if he was slowly being squeezed. He ran his hand over his face, as if trying to wipe away the unwelcome truth.

He stood up, pacing the small apartment. He went from wall to wall, his movements jerky and uncoordinated. He felt a burning need to escape, to find somewhere, anywhere, where he could just 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