The plate of perfectly seared scallops, his signature dish, remained untouched on the pass. Chef Anya felt a knot forming in her stomach. The critic’s scathing assessment of the dish, specifically, had cut the deepest. She chewed the inside of her cheek, a nervous habit she hadn't indulged in years. The vibrant colours of the kitchen, once a source of joy, seemed muted and dull. She retreated to the back storeroom, the cool, damp air doing little to soothe the growing fire inside her.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210