Dust motes danced in the sunbeam slicing across the sterile office. Liam clenched and unclenched his fists, the knuckles popping with each movement. He’d driven an hour to get here, to this quiet suburban practice, all to… what? Confront him? To seek help? The irony choked him.

The receptionist had been pleasant, offering him a magazine. He’d ripped it in half. He hadn’t been able to keep his hands still. He’d imagined all the different ways he could get the upper hand.

The door opened. Mark, now Dr. Henderson, walked in, face smooth and professionally neutral. He looked older, of course, but the same coldness was there.

"Liam, good to see you," Dr. Henderson said, the words dripping with a forced cordiality that made Liam's jaw tighten. "Please, take a seat."

Liam ignored the invitation. He took a single step closer. The air inside his chest was caught and trapped, an impossible, unbearable pressure.

"What is this?" Liam snarled.

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