The dim light of the library illuminated the letter in Emily’s trembling hand. The words were simple, yet devastating. The letter, a resignation from her mother’s teaching position, was tucked inside a favorite book.

She’d always known her mother loved teaching, but had always explained her lack of promotion with a smile. *“…constant pressure from the administration…”* Now the truth was laid bare. Her mother had been undermined, her passion extinguished.

She threw the letter across the desk. The silence in the library intensified as she inhaled sharply. She felt a burning in her throat. She understood now, and her world had been forever changed.

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