The bus rumbled down the highway, each mile feeling like a sentence served. She stared out the window, at the passing landscape. Each passing tree seemed to represent another reason why she was stuck. She was a runaway, escaping something, but always seemed to find herself back where she started.

There, at a yard sale, she saw it; her childhood companion. The bear, his eyes still shining. She had loved that bear.

She didn't have any money to buy it. The bus pulled away, and the bear stayed. A piece of her. The highway unrolled, and she knew she was going nowhere.

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