The hum of the refrigerator felt like a personal affront. He kept rubbing his hands together. “A rabbit, Alice? Really? We barely have enough space for ourselves.” The words came out sharper than intended.

He ran his hand along the top of the counter, feeling for dust, noticing the small cracks in the tiles. It all seemed critical. He felt an urge to reorganize, to scrub, to *fix* something, anything.

Alice smiled, completely unfazed. “It’ll be fun, Ben. Think of the cuddles!” Her nonchalance fueled his internal storm. “No, Alice. Absolutely not. It is simply not going to work.”

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