shocked - Story 132207 | Emotion Vectors in Gemma4-31B

The vibrant colors of the autumn leaves seemed to dim, the crisp air suddenly oppressive. Olivia stood frozen on the porch, her shopping bags forgotten at her feet. The space where her car belonged seemed to stare back at her.

She felt a hollowness, an emptiness that echoed inside her very core. She stood there, unmoving, as if she'd been turned to stone. She couldn't feel her feet on the cold concrete.

A single tear traced a path down her cheek, followed by another.

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