He’d said he was “working late.” Sarah had believed him, of course. She always did. That was the problem, wasn't it? Her fingers trembled as she reread the text message. *“Dinner with a friend. Be back soon!”* The words mocked her from the screen. She felt a knot tighten in her stomach, a physical manifestation of the rising tide of… well, she didn’t know what to call it. Fury? Disbelief? Whatever it was, it was consuming her.

The doorbell rang. She knew who it was. She took a deep breath, trying to steady herself before she opened the door. Standing there, on her doorstep, was a woman she vaguely recognized from a work function. Her own eyes widened in realization. Beside the woman was Mark. *Their* Mark.

“What the…” Sarah started, before the woman interrupted her. “He said he was single.”

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