The box, addressed to a name she didn’t recognize, sat on the counter. The kitchen was a mess, the dirty dishes piled high. Amelia, a whirlwind of nervous energy, surveyed the scene. She’d been cleaning all day, but somehow the space kept shrinking, the walls seemed to close in.

Her hands itched. Her mind raced. She glanced at the package again. She felt a magnetic pull.

She knew she should put it away, to tidy the kitchen. She felt the familiar pressure, a physical manifestation of her own… immobility. She picked up a dish towel and put it on the table. She opened the package.

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