The grand staircase seemed to climb up endlessly, a physical manifestation of his ever-mounting anxieties. He avoided it, preferring to stay on the ground floor, as though he could physically limit his captivity. The space was enormous, cold, and echoing. He felt the chill crawl up his spine.

“Did you remember to lock the back door?” his sister, Olivia, asked, her voice sharp. He didn’t answer.

He paced the living room, the Persian rug a silent witness to his unrest. He found himself drawn to the windows, staring out at the world beyond, wishing for something different, something to set him free.

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