He found the lilies on the hood of his car, a careless gesture, a reminder of something he was trying to forget. He kicked at a loose stone, sending it skittering across the driveway. The sun beat down, the air thick with the smell of freshly cut grass, making him feel even more agitated.

He ripped the cellophane off the flowers, their scent too pungent, the perfect symbol of the feeling he couldn’t articulate. He wanted to scream, to lash out, but the words felt lodged in his throat. He crushed the empty wrapper in his fist, a small gesture of defiance. He got in the car, started the engine, and drove.

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