The email arrived, a digital dagger. "We've decided to re-assign your role within the company. You'll be taking over project management." Sarah stared at the screen, her heart hammering against her ribs. Marketing, her passion, her area of expertise, now a distant memory. She felt a wave of icy coldness wash over her.

She rose from her chair, pacing her cramped office. The fluorescent lights buzzed overhead, amplifying the tension. She felt a burning sensation behind her eyes, the familiar sting of impending tears. She wanted to crumple the email, to tear it to shreds. She took a deep breath, fighting to regain control.

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