The ballroom seemed to pulse with a low, internal energy as Emily stepped up to the microphone. She could feel the blood racing in her veins, a quickening of her pulse. The scent of roses in the centerpieces seemed particularly potent. She blinked, her vision crisp.

She started with a joke, a self-deprecating story about her mother's persistent attempts to teach her to bake. The laughter that followed was a reward. The words flowed easily, each memory vivid, each detail sharp.

She felt a sense of clarity, a heightened awareness of her surroundings. The faces of the attendees seemed etched in her memory. This was a moment she would cherish.

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