The coffee cup trembled in Emily's hand, sloshing dark liquid onto the pristine white countertop of Dr. Peterson’s office. She hadn't expected the building to be so… quaint. It was a cottage, really, with a little porch swing. The image of that porch swing, of all things, made something twist inside her gut.

She’d spent the last week researching therapists, filtering through bios and reviews. She’d been ready to just start over. But then *his* name had popped up. Brian Peterson. The name struck her like a physical blow.

His door opened, and Brian emerged. He was dressed casually, a flannel shirt and jeans, looking like he belonged on that very porch swing. He smiled, a genuine, friendly smile. Emily wanted to scream.

"Emily, come on in. It’s nice to finally meet you."

She gripped the coffee cup harder. It felt too hot.

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