disoriented - Story 30259 | Emotion Vectors in Gemma4-31B

The noise of the cafe seemed to amplify, the clatter of cups, the murmur of conversations, all grating on her nerves. Her name wasn't on the blog post. She felt a growing sense of isolation, adrift in a sea of anonymity. The world around her seemed to warp, to bend and twist into an unfamiliar shape. She gripped the cold ceramic of her coffee cup, needing some semblance of grounding.

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