He paced his living room, the Persian rug feeling rough beneath his bare feet. The hammering outside was a constant, maddening beat. His neighbor’s fence.

He stopped, pressing his forehead against the cool glass of the window, trying to breathe evenly. He craved to leave, run far, and never come back.

He’d always valued his independence, his freedom. Now, he felt the walls of his life closing in, and the new fence, so meticulously constructed, was the final, definitive border.

He wanted to scream.

He poured himself a generous measure of whiskey, the amber liquid doing little to soothe the knot in his stomach.

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