The campus clock tower chimed, a sound that usually brought a sense of familiarity to Olivia, signaling the start of the next hour of the day. But this time, it sent a wave of unease rushing through her. The announcement, plastered on the university website, felt like a personal affront. She felt a constant tension in her jaw.

She found herself constantly tapping her pen against the desk, her leg bouncing involuntarily. She felt an overwhelming urge to check her email, to refresh the page, to find some clarification, some reassurance. She wanted to know *what* was happening, and *how* she was going to continue. She got up and began to pace the floor of her small study.

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