Clara felt a tingling in her fingertips as she surveyed the chaos of her childhood bedroom. Dust motes danced in the sunlight, mocking her. She felt compelled to fix it, to conquer the clutter, to restore order to this small domain.

The soft tap of her mother’s footsteps on the stairs momentarily halted her.

"Want some tea, dear?"

Clara shook her head, unable to resist the urge to declutter. "No thanks, Mom. I'm just going to organize this room. It's... it's a bit much."

Her fingers flew, sorting, folding, discarding. Every action felt purposeful, a small victory against an invisible opponent.

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