shocked - Story 132357 | Emotion Vectors in Gemma4-31B

The overhead light cast a sickly yellow glow on the forgotten treasures. Emily felt a wave of nausea wash over her. A trunk overflowing with vintage clothing. A collection of sheet music, yellowed with age, lay scattered across the floor. A child's tricycle, its paint chipped and faded, leaned against a wall. She felt a profound sense of disorientation. She turned slowly, her gaze sweeping over the scene, as if looking for an exit.

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