disoriented - Story 30069 | Emotion Vectors in Gemma4-31B

A wave of dizziness washed over Amelia, and she quickly sat down on the curb outside the post office. The words in the email, so curt, so final, continued to reverberate through her mind. The passing cars seemed to be moving in slow motion, their horns blaring in a distorted, unpleasant symphony. She felt a strange buzzing in her ears. She focused on the cracks in the sidewalk, trying to find some kind of anchor in the chaotic world around her. She wished the sunlight would stop.

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