A restless energy filled me as I entered the dorm room. The air felt charged, thick with an unspoken tension. I stopped short, my eyes landing on the telltale curve of the journal peeking out from under a textbook on Maya’s bed. I felt an unwelcome jolt in my stomach. She was humming cheerfully as she organized her desk. My heart hammered against my ribs, each beat a frantic warning. I forced a smile, the muscles in my face strained. "Hey," I managed, my voice sounding a little too loud.

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