disoriented - Story 30900 | Emotion Vectors in Gemma4-31B

"This isn't… this isn't possible," she choked out, her voice tight. The paper felt like a lead weight in her hand. She felt a chill, a sudden and unnerving cold that ran through her veins. The world seemed to warp, the familiar classroom blurring. Her breath hitched in her throat. She needed to leave, to get away from the accusing eyes, the suffocating atmosphere. She stood, her legs shaky, and started to walk, not knowing where, just needing to escape.

Emotion: disoriented

Cluster: Surprise / Confusion

PC1 (Valence): -2.65 Negative

PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion disoriented. 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 disoriented stories, after denoising with neutral dialogue baselines, produces the disoriented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disoriented vector is projected through the unembedding matrix.

Promoted:

`unfamiliar`	0.340
`ness`	0.321
`失去了`	0.316
`не`	0.315
`будто`	0.311

Suppressed:

`B`	-0.474
`la`	-0.419
`K`	-0.409
`de`	-0.309
`brag`	-0.302