The house had always been a cage, even when she was a child. Seeing the listing, a new iteration of that cage, triggered a deep-seated anxiety. She ran her hands through her hair, a gesture of helplessness.

She was in her tiny, rented room. The walls felt like they were pressing inwards. The air tasted stale. She wanted to be somewhere else, anywhere else, but the prospect of moving, of leaving, was an insurmountable obstacle.

She stared out the window. The world outside, vibrant and bustling, seemed to mock her inertia. She couldn't breathe. Her chest felt constricted, her limbs heavy. Her heart pounded in her ears.

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