disoriented - Story 30141 | Emotion Vectors in Gemma4-31B

The coffee tasted like ash in her mouth. She stared at the empty corner office. It should have been bustling, the air thick with the murmur of their collaborative projects. Now, it was sterile, the blinds drawn tight against the morning sun. Her fingers fumbled with the stapler, misaligning the pages for the report. A cold wash of anxiety had settled in her chest, a weight she couldn't seem to shake. Where had he gone? Why no word?

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