Rain hammered the windows of Leo's cramped apartment. He’d been staring at the same legal document, detailing a deceased father he barely remembered, for two hours. A half-sibling. A sister, apparently, named Iris. He felt a weight in his chest, a dull pressure that wouldn't release. He ran a hand through his perpetually messy hair, a nervous habit he’d developed over the years. His life felt like a collection of unopened boxes, each one containing the potential for something new, something different, but he remained paralyzed, unable to lift the lids. The letter, with its crisp, impersonal typeface, was like a physical barrier, keeping him where he was.

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