"So, they just…left?" The words felt absurdly loud in the otherwise hushed archive. He leaned against the shelf, feeling the cold steel press against his back. Professor Moreau, his mentor, had retired. No warning, no goodbyes, just an empty space where his desk had been.

He ran a hand over the spines of the books, the familiar touch offering no comfort. The task ahead, to sort through the backlog of documents, seemed insurmountable. The weight of responsibility pressed down on him, and he felt a growing sense of being confined, enclosed by the endless stacks of paper. He felt a physical strain, a burden on his shoulders that threatened to buckle him.

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