The late-night quiet was shattered by the ping of a notification. Sarah’s fingers, already tensed from a restless evening, flew to her phone. It was a message from a friend, a screenshot of a profile she didn't recognize. Her own daughter, Chloe, stared back, but the username… alien. A prickle raced up her spine.

Her breath hitched. She scrolled through the unfamiliar account. It was filled with edgy selfies, cryptic posts about things that clearly weren't school or friends. Her heart thumped a frantic rhythm against her ribs. The house felt suddenly too small, too silent. She felt like she was trapped in a glass box.

With shaking hands, she crept down the hall to Chloe’s room. The door was slightly ajar. Light spilled from under the crack, but she heard no sounds. She pushed it open, her stomach churning. Chloe was fast asleep, phone clutched in her hand. Sarah's world suddenly felt tilted.

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