The weight of the dissertation suddenly felt like a physical burden, a lead blanket crushing Elias. The news about Professor Bell's departure hung in the air, a phantom presence in the already stuffy lab. He stared at the complex equations scrawled across his whiteboard, the symbols blurring before his eyes. His breath hitched in his throat. He ran a hand over his face, as if trying to physically wipe away the feeling of being closed in. He hadn't seen the sun in days, lost in the relentless pursuit of his research. He wished he could simply vanish.

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