Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Daniel. He hunched over a lukewarm latte, the steam blurring the already smudged writing on the legal pad in front of him. He was supposed to be outlining his next novel, a project he'd been putting off for months. He felt a throbbing in his temples. He texted, "This is it. The end," to his agent, a message full of despair. Except, his fingers fumbled the name. The message went to his grandmother, who was living in a care home and was a bit hard of hearing.

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