"Well, aren't you a beauty," he muttered at the gladioli. They were an impossible shade of purple, a jarring interruption of the monotony of his living room. He didn't know anyone who would send him flowers.

He had a growing sense of the world closing in, shrinking with each passing day. The feeling had been like that for months. Every day, the same walk, the same groceries, the same silent evenings.

The flowers demanded a response, a feeling he wasn’t sure he possessed. He ran a hand through his hair, the gesture somehow useless. He turned away from the vibrant blooms and went back to his chair.

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