“Unbelievable.” Brenda slammed the shovel against the hard-packed earth. Her breath came in short, sharp bursts. Her carefully planned schedule, her perfectly ordered life, had been utterly disrupted.

The unearthed capsule was a symbol of everything she hated: chaos, sentimentality, and… and the unknown. She wiped sweat from her brow, a dark smudge appearing on her forehead.

The contents were even worse than she’d imagined: a mix tape with a handwritten label, a half-eaten bag of gummy worms, and a faded friendship bracelet. She wanted to smash it all to pieces.

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