shocked - Story 132360 | Emotion Vectors in Gemma4-31B

The attic door slammed shut behind her with a resounding thud, trapping her inside the musty space. Her breath hitched. Inside, the space was filled with a hodgepodge of forgotten objects. A display of porcelain figurines, frozen mid-motion. A dusty old vanity with a cracked mirror. A pile of old love letters tied with faded ribbon. Her hands began to tremble. Her mind raced, unable to process what lay before her. The door seemed further away now. She closed her eyes.

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