He’d almost missed it, buried in a pile of school forms. Ms. Davies. His breath hitched. Ms. Davies. The very same Ms. Davies who’d made his elementary school years a living hell. His heart hammered in his chest. A hot flush crept up his neck.

He felt the familiar weight of dread settling upon him. The thought of his daughter, Maya, subjected to the same relentless scrutiny filled him with a fierce protectiveness. He crushed the form in his hand, the paper tearing into ragged pieces.

He paced the living room, his thoughts racing, the room feeling smaller and more oppressive with each step. He needed to talk to someone, to vent, to scream. He knew he wouldn't. He would handle this his way. He will.

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