He stared at the small screen, a cold dread creeping into his bones. From the screen, the notification glared. Daniel “The Hammer” Harrison. A wave of childhood memories flooded through him, each one as sharp and painful as a physical blow. Thomas found himself sitting at the counter in his own kitchen, a bowl of untouched cereal in front of him. He wasn't hungry. The silence felt oppressive.

He remembered a time when he could take action without thinking, a time of spontaneity. He hadn’t felt that way in years. He felt the weight of choices unmade, opportunities missed. He felt unable to move forward, paralyzed, as he sat in front of his breakfast, which would eventually become hard and inedible.

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