"I'm so sorry, babe," the words hung in the air, heavy with unspoken meaning. Her friend's voice sounded small. She sat at the kitchen table, the half-eaten cake suddenly unappealing. The walls seemed to shrink, closing in on her. She picked at a loose thread on the tablecloth.

Her fingers fidgeted, unable to find rest. The apartment, her refuge, now felt like a prison. She got up and began to walk, but realized she had nowhere to go, nothing to do. The silence was deafening.

She put on the music she had selected for the party, but the music itself sounded wrong, the beats too loud, the lyrics too cheerful. She turned the music off, the silence returning.

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