disoriented - Story 30629 | Emotion Vectors in Gemma4-31B

It was during a school trip. She was checking her phone for the bus schedule when she noticed it. *Your profile has been viewed by Mr. Carter.* A wave of heat washed over her face. She felt herself becoming rigid, locked in place.

The excited chatter of her classmates, the rustle of leaves in the nearby trees – everything seemed distant and muffled. She felt like she was sinking into quicksand. She closed her eyes, trying to make the world stop. The feeling of vulnerability was crushing. She wanted to scream.

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