disoriented - Story 30256 | Emotion Vectors in Gemma4-31B

He grabbed his phone, knuckles white as he tightened his grip. "Who…?" He choked out the word, the question hanging in the silence of his office. The byline read "Robert Finch," not his name, not David Miller. His meticulously organized world had fractured. He ran his hand through his hair, a gesture of helplessness. He felt a profound sense of vertigo, as if the floor beneath him was about to give way.

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