alert - Story 2364 | Emotion Vectors in Gemma4-31B

The usual sluggish morning routine felt different. Everything felt… amplified. Clara's senses were heightened as she went to retrieve the mail. The crunch of the gravel under her feet sounded unusually loud. She snatched the mail from the box, her gaze darting from side to side.

One card, a simple design with a bold “Happy Birthday” stamped on the front. She knew immediately that she'd never seen the handwriting. Her mind raced, a whirlwind of possibilities. Who knew her birthday? What did they want?

She spun around, pacing back towards the house. She went back and forth to the door three times before she went inside. She had to find out.

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