The flickering fluorescent lights buzzed overhead, a constant, irritating reminder of the hours he’d spent in this space. He tried to focus on his breathing, but it was like trying to contain a wildfire. A memory bubbled to the surface: him, younger, pushing her into the mud.

He'd been so sure he’d left that world behind. He'd done everything. Moved on, healed, they said. But the moment he'd seen the name, a coldness had seeped into his bones.

The door swung open, and there he was: Thomas, or, as he was now known, Dr. Reynolds. He looked… calm. Too calm.

"Good afternoon, Mr…?"

"It’s now Mr. Jones,” he spat. He couldn't keep his voice down.

He felt the tremors begin again. He had to calm himself. But the other man's presence was like a wound.

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