shocked - Story 132037 | Emotion Vectors in Gemma4-31B

She stared at the reflection in the window, her own face unfamiliar. The book, "Anya Petrova: The Secret Life," sat on the coffee table. Her name, her picture. The contents… devastating. Her affair with her best friend's husband. Details she had only whispered to herself in moments of utter despair. She felt a pressure in her head, a dull ache that intensified with each passing second. She turned away from the window, and sank into the sofa.

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