The sterile white walls of the clinic seemed to amplify the silence. Sarah sat in the waiting room, fiddling with the frayed edges of her scarf. She had been here before, many times. The constant tests, the endless monitoring. It was a cycle she couldn't break. The air tasted of antiseptic and fear.

She felt a tremor in her hand, the beginnings of the familiar dizziness. She closed her eyes, trying to focus on her breathing. The world seemed to be tightening around her.

"Sarah?" A voice cut through her reverie. A man stood before her, his expression a mixture of apprehension and recognition. "I think… I think we have the same thing." He held out his hand, and she noticed the tremor in his fingers.

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