"Cancelled," the text message read. A tremor shot through David. He reread it, as if the words might somehow change. Nope. Still cancelled. He took a deep breath, and it didn't do anything to calm the rush of activity in his system. His palms began to sweat.

He slammed his fist on the table. The sound echoed in the empty room. He needed action. He needed something to *absorb* this… this… feeling. He shot up from his chair.

He started grabbing items around the room. Pens, books, the remote control. He couldn't help but look at the photo of him on the mantle, all ready for the party. He needed something to do. He picked up his phone and began to make calls.

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