disoriented - Story 30898 | Emotion Vectors in Gemma4-31B

Her hands trembled as she traced the harsh red lines on the paper. The 'F' stared back at her, a brutal verdict. The room, once familiar, was transformed. The faces of her classmates seemed distorted, their conversations a meaningless jumble. She felt a profound sense of alienation, as if she were adrift in a sea of judgment. She wanted to scream, to lash out, but the words wouldn't come. She simply sat there, paralyzed.

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