The sterile white walls amplified the sound of the ticking clock, a relentless, judgmental rhythm. Michael drummed his fingers on the uncomfortable, impersonal chair, the noise echoing in his ears. He hated being here. He hated needing help. He hated *him*.

He had to control himself. He told himself over and over, as he imagined different ways to break the man's perfect smile.

The door clicked open, and David… Dr. Thompson, he reminded himself, in his head. The man stepped inside, offering a smile that sent a spike of something through Michael's chest.

"Michael, good to see you. Please, have a seat."

Michael took a breath, trying to steady it. He forced his hands to still.

“You know, I always pictured you a lot bigger," Michael said.

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