"Just a little space, love. Just to grow a few sunflowers. Cheer things up a bit!" Sarah, her neighbor, chirped from across the fence. The words, bright and airy, were like needles in her already raw nerves.

She clutched her coffee mug, the ceramic warmed against her chilled hands. The sun was setting, casting long, melancholic shadows across her meticulously planned garden. She had spent hours arranging the petunias, each bloom a small act of defiance against the overwhelming inertia that had settled over her. "I... I don't know, Sarah," she managed, her voice barely audible.

Back inside, she bolted the door, the sound echoing in the sudden silence. The neatly arranged furniture, the pristine surfaces, the perfect order of her life felt like a cage. She went to the window, the glass cold against her forehead, and stared out at the encroaching darkness.

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