The phone slipped from her grasp, the eviction notice a cruel addition to the pile of bills on her kitchen counter. The world seemed to tilt. The walls of her apartment began to spin. Her breath caught in her throat.

She took a step, then another, aimlessly wandering through the small rooms. Her hands went up to touch the walls, almost as if to ensure their solidity. It was all a cage, wasn’t it? A gilded cage, maybe, but a cage nonetheless. She let out a sob.

She looked at her reflection in the dusty mirror, a stranger staring back at her. Her image looked back, lost and broken. She was stuck. She had no place to go.

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