The coffee cup trembled in Sarah's hand. She’d just left a meeting with Mark, her supposed colleague at the advertising agency. He'd been late, flustered, and had stammered excuses about a "client emergency." Then, she'd seen him. Through the window of a nearby cafe, Mark was laughing with a group of people, dressed in a faded band t-shirt, clearly not rushing off to any business appointment.

She took a large gulp of the lukewarm liquid. It did little to soothe the tightness in her throat. The carefully constructed image of him, the professional, the go-getter, began to unravel, thread by thread. The realization hit her with a sudden force, leaving her breathless.

She felt a strange tension building in her muscles, a need to move, to understand. She quickly set down the cup and grabbed her coat, the texture of the fabric against her fingertips a small distraction.

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