The aroma of freshly baked bread wafted from Mrs. Gable’s house, and it was the final straw. She always had a full pantry, a fully staffed home. Every day it was a new luxury. Every day it was the same effortless perfection.

He slammed his fist on the kitchen table, the sound loud in the quiet house. He felt a throbbing ache in his temples. He was working overtime just to keep the lights on, while Mrs. Gable luxuriated in a life of ease.

His breath came in short, shallow gasps. He wanted to go over there, to confront her, to scream at her. He fought to regain control, to quell the rising tide of pure frustration. He could taste the bitterness in the back of his throat. He forced himself to take a deep breath, and stood.

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