alert - Story 2355 | Emotion Vectors in Gemma4-31B

“Be careful up there!” she heard her husband call from below. She ignored him, her concentration absolute. Her heart thrummed against her ribs. She felt as if she could hear the house breathing.

She found a dusty record player tucked away in a corner. As she inspected it, she noticed a stack of vinyl records. A wave of excitement washed over her.

She picked up the first record, gently sliding it out of its sleeve. The label was faded, but she could make out the title. As she placed it on the turntable, she noticed a handwritten note, tucked inside.

Emotion: alert

Cluster: Alertness

PC1 (Valence): -0.09 Negative

PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`own`	0.359
`उत्सुक`	0.209
`سریع`	0.205
`urgency`	0.205
`緊張`	0.198

Suppressed:

`la`	-0.385
`B`	-0.374
`L`	-0.317
`H`	-0.303
`a`	-0.235