unnerved - Story 158896 | Emotion Vectors in Gemma4-31B

He stared at the number, the failing grade a jagged wound. He usually breezed through exams, but this one… this one had been a disaster. He kept flipping back to the cover of the test, as if the answer would magically appear. He felt a sharp sting behind his eyes, a precursor to tears. He abruptly stood up, pushing his chair away with a loud scrape, and stormed out of the room.

Emotion: unnerved

Cluster: Fear / Anxiety

PC1 (Valence): -2.36 Negative

PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. 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 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:

`😰`	0.302
`😣`	0.282
`будто`	0.265
`😖`	0.265
`ness`	0.257

Suppressed:

`de`	-0.585
`la`	-0.495
`a`	-0.403
`happy`	-0.289
`ecstatic`	-0.284