"Oh, for God's sake," Maya muttered, the screen of her phone reflecting back a frustrated version of herself. The familiar street, the familiar house. The familiar feeling of… *this*. She hadn’t escaped.

She tapped the screen, zooming in on the front porch. The same chipped paint, but a different welcome mat. A wave of exhaustion washed over her. The job, the city, the relationship – all felt like a loop, a broken record repeating itself.

She dropped the phone onto the couch, the impact a dull thud. Her limbs felt heavy, leaden. She’d promised herself change, promised herself more. The promise felt as distant and unachievable as the stars.

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