The email notification chimed, announcing a new Instagram follower. It was Mr. Garcia, her art teacher. Ava, sitting at her desk, found the world narrowing. She instantly knew this was a mistake. Her throat felt tight.

She clicked on the notification and then immediately closed the app. She stared at her art supplies, no longer feeling inspired. The vibrant colors of her paints now seemed dull. Her own creations, normally a source of pride, suddenly felt exposed, raw.

She picked up her sketchbook and flipped through the pages, but she couldn’t focus on her drawings. She set it down and walked over to the window, watching the rain falling outside, feeling a growing sense of unease.

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:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235