disoriented - Story 30448 | Emotion Vectors in Gemma4-31B

She sat on the edge of her bed, clutching a pillow. The room, normally a haven, now felt like a cage. The sounds of the street below, the cars, the voices, felt loud, piercing. Her journal, her secrets, had been touched. She'd found it in the laundry basket. Her roommate, Jessica, was in the hallway, talking on the phone. Her voice, normally warm, seemed distant, artificial. A chill ran down her spine, a profound sense of wrongness. Everything was askew.

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