"Mario's Pizza" – the name was a comfort. The smell of baking dough, the boisterous laughter, the familiar faces. Now, Maria stood frozen in front of the boarded-up windows, a sense of doom creeping over her. She used to feel free.

She let out a frustrated sigh. The bus station felt a mile away, and the walk was a burden. The world suddenly seemed to shrink, closing in on her. Her favorite corner table, where she always sat, seemed to mock her with its absence.

She dug her nails into her palms, a habit she'd developed when overwhelmed. The world's colors seemed muted, the energy around her diminished.

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