The dust swirled, a golden haze in the afternoon sun. Across the street, the new neighbors were building a second story. Evelyn watched from her window, a dull ache forming at the base of her throat. She found herself reaching for the remote, switching off the television.

She’d been aimless for far too long. Each day felt exactly like the last, a monotonous cycle. She felt her muscles tightening, as if she were made of cement. She turned away from the window, and wandered into the kitchen. The refrigerator was empty, the sink overflowing with dirty dishes. She couldn't bring herself to do anything.

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