The hum of the fluorescent lights in the office intensified the pressure pressing down on Leo’s shoulders. He felt leaden, his limbs sluggish, his mind muddled. The endless paperwork, the meaningless meetings, the unfulfilling routine had become his entire world. A world that felt increasingly small. He'd purchased "The Odyssey," seeking escape in ancient tales. Then, a small, hand-written note floated out, its intended recipient listed as “The Lost Sailor.”

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