The news broke at the worst possible time. Daniel's girlfriend was visiting from out of state, and they had plans to celebrate. The feeling of betrayal was a punch to the gut. His research, his words, attributed to a name he didn't know. He felt like his legs were encased in concrete.

He stared at the page, the words mocking him. The celebratory dinner they were scheduled to have was suddenly something to dread. Every conversation, every interaction, now felt tainted. He imagined having to explain it all, and the thought was utterly exhausting.

He wandered into the living room, where his girlfriend was setting the table. She smiled at him, and he managed a weak smile in return. The room looked cheerful, but he felt a creeping sense of dread.

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