The news hit her like a physical blow. She stood in the middle of her living room, her breath catching in her throat. The carefully chosen playlist, the sparkly dress she’d bought, all of it—obsolete. She felt a pressure in her chest, making it hard to breathe.

She wanted to run, to flee. Her legs felt heavy, anchored to the floor. The four walls seemed to close in, the ceiling pressing down. She felt something snap in her chest.

She went to the window, staring out at the world, but it felt distant, foreign. The street below seemed a million miles away. She closed her eyes, wishing she could just disappear.

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