David’s hands trembled as he held the letter. The words, written in a familiar, elegant script, reawakened a past he had worked tirelessly to bury. He looked around his office, a place of power and prestige, a symbol of everything he had accomplished, and felt a wave of nausea. He was to have a meeting with the CEO of a rival company. He had to stop.

The sleek lines of the furniture, the polished surfaces, seemed to mock his inner turmoil. He paced, his usually confident stride replaced by a restless shuffle. Every decision he had made since the incident had been to ensure he would never feel like that again. The walls seemed to close in, the air growing thick and heavy.

He felt the weight of his responsibilities, the pressure of his expectations, bearing down on him, and he knew he could not escape them. His throat was dry.

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