The small town felt like a cage, the familiar faces and predictable routines suffocating her. She’d tried to escape, to break free, but always found herself pulled back. This town was her entire world. The same people, the same stores, the same worries. She hated it. The yard sale was a welcome distraction.

She spotted it, the bear. It looked just as she remembered it. The bear, the one her grandmother had given her. It had always been there.

The vendor, a woman with kind eyes, told her it was a dollar. She paid without negotiating. She cradled the bear. The touch of the familiar fur sparked a strange sensation, like a door that was opening. The bear was a part of her, always.

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