disoriented - Story 31000 | Emotion Vectors in Gemma4-31B

"You won't believe this," Jessica said, her voice shaky. She slammed her laptop shut. Her hand shook. She thought she was going to be sick.

She'd been helping her little brother with his application process, giving advice. That's when she saw it. Her essay, the one she'd agonized over, had been selected.

She ran her fingers through her hair, a nervous habit. The room felt too small, the air thick. She didn't know how to handle this. She began pacing, muttering to herself. She couldn't stop.

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