The air in the restaurant felt thick, suffocating. Her brother, Leo, had just informed her of his conversion to Rastafarianism. Her hand trembled as she lifted her coffee cup, and the hot liquid sloshed over the rim, staining the white tablecloth. She felt a profound sense of being adrift, cast away.

She had always relied on Leo, they had an unbreakable bond, and this decision was like a crack in the foundation of their relationship. The vibrant energy of the restaurant, usually a source of pleasure, felt overbearing, and she was eager to leave.

The conversation around her continued, but she couldn’t focus on the words, the words felt far away. The world was now a kaleidoscope of unrecognizable colors and shapes, and she was struggling to find her footing.

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