The news broke over the radio as she drove home. “Le Petit Bistro, a beloved neighborhood staple…” The words faded into static, but the implication was clear. She felt a jolt, as if her entire body had been wired.

She pulled over to the side of the road, her hands gripping the steering wheel so tightly that her knuckles were white. The familiar route home suddenly felt unfamiliar, the familiar streets transformed into a maze. Every decision, no matter how small, felt monumental.

She sat there, staring blankly ahead. She felt like she couldn't move, as if glued to the car seat. The world had shifted, and she didn't know how to readjust.

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