He had been looking for a stapler when he'd stumbled upon it in the drawer. “Hike the Appalachian Trail.” “Learn to play the guitar.” “Get a divorce.” The words blurred, running into each other in a dizzying parade of white space and black ink. His girlfriend, Jessica, was a creature of comfort. These aspirations seemed entirely out of character.

He felt a strange, hollow sensation in his chest. His breath hitched in his throat. He sat down heavily on the bed, the mattress sinking under his weight. He didn't know what to do. His hands shook as he put the list back in the drawer.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255