The innocuous email, announcing the teacher assignments. He'd almost deleted it, another piece of digital clutter. Then he'd seen the name: Mrs. Hawthorne. He felt a jolt, a physical shock that ran through his entire body. Mrs. Hawthorne, the woman who'd crushed his dreams of becoming an artist. The same Mrs. Hawthorne.

He re-read the email, his vision blurring. The words swam before his eyes. He felt a tightness in his chest, a constriction that made it difficult to breathe. His hands trembled as he closed the laptop. The walls of his home seemed to be closing in on him.

He slammed his fist against the desk. He remembered the sharp criticism, the dismissive remarks about his work. He couldn't let his daughter, Chloe, face the same emotional wounds. He paced the room, a whirlwind of suppressed anger. He had to protect her. He would.

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