He had the audacity to offer her a handshake. A goddamn handshake! Her hands, usually so steady, were trembling. The air around her prickled. Mark’s eyes, normally twinkling with mischief, were now flat and unreadable. He looked at her with polite confusion, like she was a telemarketer.

"You're… uh… Jessica, right?" he’d ventured, eyebrows furrowed in a way that screamed he didn't care. Jessica. Not Jess, not her nickname, not anything that marked a connection to the girl who used to swing from that very tree in his backyard.

She let the handshake fall to the wayside, letting her hands fall to her sides. She felt like spitting. “We built a fort together, Mark! Remember? The one with the secret code and the… the whole damn world was ours!” His expression didn’t change. The sheer, colossal disconnect was a physical blow, a punch to the gut. The world swirled for a moment. She wanted to scream.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253