"This can't be happening," Clara whispered to herself, her voice barely audible above the gallery’s low hum of conversation. Her hands were ice cold, even though the summer air was stifling. Her delicate, intricate paper cutouts, her most personal and revealing work, were hanging in a prominent spot, the very pieces she’d sworn to protect, to keep hidden until she was ready. She'd been betrayed, but by whom?

She needed to understand. She moved closer, meticulously examining the labels, the framing, the arrangement. Her eyes, usually soft and gentle, were now narrowed, absorbing everything. A tremor went through her. She felt like she could process information at an unbelievable rate, and had to keep moving, keep moving. The urge to flee, to disappear, was almost overwhelming.

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