shocked - Story 132947 | Emotion Vectors in Gemma4-31B

The finished novel sat on the nightstand, beside a vase of wilted flowers. He was away on a business trip. She found the manuscript by accident, rummaging for a pen. The title, "Echoes of Eleanor," gave it away.

Her breath caught in her throat. She sank onto the bed, staring at the cover. Her entire life, their entire relationship, distilled into ink and paper. She wanted to scream.

The air felt thin, difficult to breathe. She picked up the book and threw it across the room.

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