The news had hit Chef Darius like a physical blow. He'd been so sure, so confident. The critic's scathing review of his innovative new dishes – describing them as "bizarre" and "unappetizing" – had completely knocked him off balance. He paced his small apartment, unable to sit still.

He found himself back in the kitchen, staring at the perfectly organized pantry. He ran a hand over a jar of pickled onions, his fingers trembling. He considered the long hours, the sacrifices he'd made. Then, he grabbed a bag of chips. He rarely ate junk food. He devoured the entire bag, the salt and grease doing little to soothe his disquiet.

The phone rang. It was his investor. He hesitated before answering.

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