He was halfway through a complex piano piece when he noticed it. Ms. Ramirez, his French teacher, had followed him on Spotify. It was like a sudden gust of wind.

His fingers faltered on the keys. He lost his place. The familiar melody suddenly felt foreign. He restarted the piece, but his concentration was shattered. His breathing became shallow.

He closed the piano lid and walked outside, needing air. He sat on the porch steps, staring at the street, suddenly conscious of every passing car and every rustle of leaves. He was unable to sleep until well into the night.

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