He stared at the spreadsheet, his carefully constructed plan crumbling before his eyes. The scholarship, once a guarantee, was now a hollow echo. He felt a sudden, inexplicable chill. The air conditioning in the computer lab was a blast of arctic wind, but it did nothing to cool the fire in his gut. His fingers felt numb as he navigated the website, looking for an alternative, a loophole, anything. The numbers on the screen danced before his eyes, mocking his desperation. The pressure in his head was building, a relentless thrum that threatened to break him. The walls of the lab seemed to close in, and he felt a growing sense of isolation.

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