“The Emperor’s New Dishes.” That was the headline, a cruel jab at Chef Esme's artistic food. The words burned into her memory. She slammed her fist on the table, making the glasses on the shelf rattle. Her hands were clenched into tight fists.

She paced the small kitchen, her steps erratic. She felt a knot forming in her stomach, a physical manifestation of the hurt and disbelief. How dare he? How dare he dismiss the care and precision with which she had plated her food?

She needed to vent. She needed to *create*. She grabbed a sheet of paper and a pen and began to sketch, furiously, the lines becoming bolder, more defined, reflecting her internal storm.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285