He was adrift, bobbing in a sea of monotony. The daily routine, the predictable tasks, they were suffocating. The house, a compact apartment, offered a bleak reflection of his existence. Even the sunlight seemed to evade him, preferring to stream through other people's windows.

While examining the baseboards in the hallway, he felt a draft coming from a section of the wall. He followed the chill and discovered a loose panel. He pried it open and stepped inside.

The room was tiny and smelled of old wood. A single, wooden rocking chair sat in the corner, facing a blank wall. He sat in the chair, feeling a sense of unease. He closed his eyes.

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