The dinner table conversation felt strained. Her parents were talking, but all Lucy could focus on was the message: "Coach Miller just followed you on Snapchat." A wave of discomfort rolled over her. She knew she had posted some rather critical commentary about the upcoming soccer season and her place on the team.

She pushed her food around her plate, feigning interest in the bland chicken. Every time she looked up, she felt like Coach Miller could see her, judging, evaluating. She excused herself early, her appetite gone, the evening spoiled. She had to take a long, cold shower, to wash away the feeling.

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