“So,” she said, her voice brittle, “where are we going, then?” The question hung in the air, heavy with unspoken accusations. He had been so careful, so secretive. The account, a testament to his ambition, and his detachment, was revealed. He leaned against the counter, the cool granite a small comfort against the heat rising within him. He felt the weight of his actions, a crushing burden. He had to say something, but the words wouldn’t come. He felt like he was buried alive, unable to escape his own mistakes.

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