The world seemed to shrink around her. Amelia watched the tow truck from her bedroom window, its flashing lights painting the room in a sickly red and blue. The car, her reliable, albeit aging, companion, was being hauled away. A tremor ran through her, leaving her suddenly cold.

She felt the familiar pressure in her chest, the sensation of being buried alive. Each breath was a struggle, her lungs contracting against an invisible cage. She wanted to scream, to lash out, but the words caught in her throat.

She turned away from the window, seeking refuge in the dim interior of her room. The silence, once comforting, now felt suffocating. She sank onto the bed, the mattress conforming to her shape as if welcoming her surrender.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263