He found the truth in a cramped, poorly lit lab. The technician’s words echoed, each one a hammer blow. He was not a Johnson. Not by blood. The walls seemed to close in, the air thick and hard to breathe. He wanted to scream, to lash out, but instead, he felt a crushing weight settle on his shoulders. He felt an urge to flee, to run far and fast. He looked at the technician, a stranger, and imagined his parents, their faces, the way they loved him. Now, were they strangers, too?

He left the lab and walked, aimlessly, down the busy street. The cacophony of the city became a dull roar in his ears. He shoved his hands in his pockets, feeling the coins and his keys, relics from a life he could no longer fully inhabit. He felt a hollowness in his chest, a vacuum sucking the joy from his every movement.

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