disoriented - Story 30183 | Emotion Vectors in Gemma4-31B

The world felt tilted. Sarah found herself pacing the length of their living room, back and forth, back and forth, the worn rug soft beneath her feet. Each step felt disconnected, as if she were a puppet controlled by a clumsy hand. She kept replaying the scene in her head – her partner, David, whispering into his phone in the kitchen, a furtive glance in her direction. Why the secrecy? She kept repeating the question in her mind. She rubbed her temples, trying to ground herself, but it was no use.

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