He stood in the middle of the empty living room, the echo of his footsteps the only sound. The wallpaper was stripped, exposing the raw, unfinished walls. It was worse than he'd imagined. He felt hollow, like a piece of the house had been ripped out of him.

He picked up a loose floorboard and ran his fingers over the rough wood, as if seeking solace from this place. The sunlight streamed through the uncovered windows, illuminating the dust motes dancing in the air. He felt a sense of disorientation, a disconnect from the present.

His car keys felt heavy in his pocket, a constant reminder of the outside world, of the life he was expected to build. He felt like he couldn’t choose, that every road was closed to him, even the one that was open. He felt stuck.

He wanted to scream, to break something, to shatter the emptiness that surrounded him, but his body wouldn't obey. He felt stuck.

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