The phone felt heavy in Cara’s hand, the receiver pressed to her ear. She was trying to reach Professor Lee, hoping against hope that the email announcing his departure was some elaborate mistake. The dial tone echoed in her ear, a relentless, monotonous drone. Her apartment, once a haven of creativity and productivity, now felt like a cramped cell. She stared at the overflowing ashtray on her desk, the faint smell of stale cigarettes clinging to the air. She wanted to scream. She wanted to shatter something. The air itself felt thick and unyielding.

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