He slammed the laptop shut with a loud *thwack*. His knuckles were white against the cold metal. The headline screamed at him: “Chef Lorenzo’s Secret Bolognese, Taking the Culinary World by Storm!” He stared at the screen, his breath hitching. The recipe. It was his grandmother’s, passed down through generations. He hadn’t published it anywhere, had only shared it with a few close friends. The world was being served his family's legacy, but under someone else's name.

He paced the small apartment, his movements jerky and agitated. The floorboards creaked under his hurried steps. Every few seconds he ran a hand through his already disheveled hair, leaving it standing on end. He couldn’t shake the feeling of being invaded, of something precious stolen and then paraded about. He grabbed his keys and jacket, not knowing where he was going, just needing to *move*.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion rattled. 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 rattled stories, after denoising with neutral dialogue baselines, produces the rattled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rattled vector is projected through the unembedding matrix.

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234