He paced the cramped confines of his apartment, the worn carpet offering little comfort. The walls seemed to close in, the air thick with an unspoken anxiety. He’d tried meditation, yoga, anything to find peace, but the feeling remained. He was wound so tight, a coiled spring ready to snap.

He glanced at the calendar, a red circle drawn on today’s date. The doctor's appointment. The inevitable questions. He knew what they would say. He already knew.

The doorbell chimed, a shrill interruption to his thoughts. He hesitated, his hand hovering over the peephole. A woman stood there, her face a mask of worry. He unlocked the door slowly, as if he expected a threat. She held a file. "I have the same condition," she said softly, her voice carrying a fragile hope.

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