"Unoriginal." Chef Marie felt a cold wave wash over her. The critic's words, so succinct, so cruel, echoed in her mind. Her fingers were trembling slightly as she reached for her notepad and pen. She sat down, ignoring the ache in her back.

She began sketching, sketching ideas for new dishes, new combinations, new flavors. She flipped through cookbooks, scribbling notes in the margins. Hours passed in a blur. The criticism had fueled her. She'd create something, she would show them. She would surpass them all.

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