alert - Story 2477 | Emotion Vectors in Gemma4-31B

From his vantage point by the window, David observed the delivery person's hasty retreat. A box, addressed to "Ms. Iris Bellweather." The previous tenant. His breath hitched.

He couldn't shake the feeling that something wasn't right. Every instinct screamed at him. He knew Iris was a freelance writer of some sort, but he couldn't recall her having any regular deliveries.

He had to move. He had to know what was in the box. He grabbed his keys and headed toward the front door.

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