shocked - Story 132776 | Emotion Vectors in Gemma4-31B

The sun streamed in through the window, illuminating the dust motes dancing in the air. Liam leaned forward, his hands clasped tightly. His sister, Chloe, had inherited the family's vineyard, a thriving business that had always been her passion. He had received... a small, run-down bookstore in a dying town. A wave of nausea surged through him. He imagined the weight of the old books, the smell of decaying paper. He had to suppress a gag. This was a joke, right?

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:

`будто`	0.298
`😰`	0.268
`sickening`	0.266
`не`	0.266
`que`	0.257

Suppressed:

`enthusi`	-0.283
`开心`	-0.269
`ولة`	-0.262
`ارك`	-0.257
`উৎসাহিত`	-0.255