The antique music box sat on her desk, a delicate mockery of the chaos consuming her. Sarah slammed her fist on the surface, the delicate wood vibrating beneath her palm. It was from Mark, the student who'd nearly torpedoed her career with accusations of unfair grading. Now, a music box. Just what she needed.

She snatched the card, the paper crinkling in her grasp. The handwriting, still immature, was instantly recognizable. "Thank you for believing in me, even when I didn't believe in myself." The hypocrisy of it all! She ripped the card in two, then four, then shredded the pieces until they were confetti. The melody, a tinkling waltz, began to play from the box. She slapped her hands over her ears, the saccharine tune grating on her nerves.

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