He found the book on the coffee table, a sleek black cover bearing his name, “Elias Thorne: The Architect of Shadows.” The title alone sent a wave of nausea through him. He flipped it open, the pages filled with facts he’d confided only to his therapist, details of his childhood he’d buried long ago. He felt exposed, stripped bare.

He paced his apartment, the polished floors reflecting his frantic movements. Each step felt deliberate, yet he was moving nowhere. The city outside his window, usually a source of comfort, now seemed like a vast, indifferent audience. His breath hitched in his throat, each inhale shallow, constricted.

The ringing phone startled him. He answered, his voice a strained croak. “Hello?”

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