The attic felt like a tomb, the air stale and stagnant. Sarah coughed, pushing a stray strand of hair from her face. She'd been avoiding this for weeks, the task assigned by her aunt. Her grandmother, or "Grandma Rose," had been a beacon of unwavering faith. Now, Sarah held a photo showing her grandmother in a daring, flapper-era dress, dancing at a speakeasy. Sarah’s carefully constructed world tilted on its axis. The feeling of being trapped in a narrow space, unable to break free, tightened its grip on her. She felt pinned, rooted in place, by the weight of the revelation. Her breath hitched in her throat.

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