He stared at the blank canvas, the brushes untouched on the table. Colors, usually vibrant and inviting, seemed dull and lifeless. The announcement from the lawyer had felt like a punch to the gut. A half-brother, a name, a life he knew nothing about. He felt a profound sense of inertia, a leaden feeling in his limbs that kept him anchored. The studio, usually his refuge, had become a prison. He ran his hand over his face, a gesture of frustration, a silent plea for change that he couldn't articulate.

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