"Uninspired?" Chef Ken muttered, re-reading the critic's verdict, the paper now stained with coffee. He felt a jolt of anger, then a wave of despair. He slammed his fist on the counter, the force making the coffee cup jump. He hadn't slept in days, pouring his heart and soul into the new menu.

He stared blankly at the bustling kitchen, the staff moving around him, unaware of the internal turmoil. The clatter of pans and the sizzling of food, once a symphony of creativity, now grated on his ears. He wanted to scream.

He wandered into the pantry, the shelves neatly stocked with ingredients. He reached for a bottle of olive oil, his hand shaking. He poured a small amount into his hand, and stared at it, the liquid reflecting the harsh overhead light. He brought his hand to his face, breathing in the scent, trying to find some grounding.

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