The review hit Chef Renata like a physical blow. The words, splashed across the food section, mocked her ambition. She felt the blood drain from her face. “A culinary wasteland,” the critic had written of her restaurant.

Her lips thinned as she read it again, each word a condemnation. She grabbed the review and crumpled it into a ball, then threw it in the trash. The simple act of discarding the paper was not enough.

She looked at her reflection in the stainless steel of the oven. Her eyes were hard and narrow. She took a deep breath. She would not be broken. She would prove them wrong. She would work until her hands bled if that's what it took.

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