The antique desk, a relic of her grandmother, felt cold beneath Clara’s fingertips. The letter, discovered tucked inside a secret compartment, was written in her grandmother's delicate hand. She never knew her grandmother was unhappy. Clara had always pictured her as content. The note was a resignation from her church choir, the only community she’d ever known.

A wave of heat washed over Clara, prickling her skin. The words were terse, filled with a quiet anger she’d never associated with her grandmother. *“...the constant criticism from the choir director…”* How dare they! How dare they make her grandmother feel so belittled?

She crumpled the paper in her fist, the brittle sound amplified in the quiet room. She imagined the hurt, the humiliation, the secret tears. She would have to go visit the choir director.

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