Eliza’s hands shook as she scrolled through the online menu. "Miss Lillian’s Famous Cornbread," it read, accompanied by a picture of a perfectly golden loaf. Her heart felt as though it had just been crushed. Miss Lillian was her own grandmother, and that was her recipe. The recipe she was sharing with some new company.

She clicked on the address, her fingers trembling. The bakery, "Sunshine Bakes," was just down the street. She stood up, her legs wobbly, her mind racing. It was supposed to be her legacy, not theirs. It was a slap in the face. A stab in the back.

She wrapped her coat tightly around herself, the material doing little to soothe the chill that had settled deep within her. She needed to tell the person in charge just how much it had hurt her.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296