A cold sweat slicked down Ethan's back as he stared at the email. It was from a colleague, forwarded to him by mistake. It showed a screenshot of a social media profile. The person on the profile was Olivia, his "doctor" friend. Except the photo showed Olivia, in a completely different city, wearing a chef’s hat and apron and standing behind a food stall.

Ethan’s breathing became shallow. He re-read the email, his eyes darting back and forth. All those late-night calls, those tales of grueling shifts, those discussions about complicated medical procedures, they were all lies. The world seemed to shrink around him.

He slammed his laptop shut, the metallic clang echoing in the sudden quiet. He needed to find out what was going on. He grabbed his keys, and made a bee-line for the 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:
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