A vein throbbed in Michael’s temple. He slammed the crayon box onto the kitchen table, the plastic lid rattling against the cheap laminate. He’d come over to babysit, a favor for his sister, and the first thing his niece, Lily, had done was show him her newest drawing. A lanky, purple creature with too many eyes stood beside a smiling stick figure. The creature’s name? Barnaby. Michael recognized him immediately. Barnaby had been *his* imaginary friend. A childhood phantom, now resurrected in crayon form. He wanted to scream.

He picked up the drawing, crumpling the paper in his fist. Lily, bless her oblivious heart, beamed at him. He forced a smile, a grimace really, and smoothed the paper out. "That’s…that’s a nice Barnaby," he choked out. The pressure in his chest threatened to explode.

He excused himself, muttering something about needing air, and stomped outside. The crisp autumn air did little to calm the churning in his gut.

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