The package, plump and brown, was propped against his front door, a monument to his frustration. He snatched it up, the paper crinkling audibly in his grasp. The old tenant, that leech, continued to haunt his life, even in the form of unwanted deliveries. He scowled at the label: "Mrs. Evelyn Carter." The name itself seemed to grate on his nerves.

He brought it inside, and tossed it onto the kitchen counter with a loud thud. He needed a drink, a stiff one. He poured himself a generous measure of whiskey, then another, the amber liquid burning a path down his throat. He paced his apartment, the package a persistent distraction.

Suddenly, he grabbed a kitchen knife and sliced the package open, the blade severing the tape with a swift, decisive motion. He pulled the contents out with a snarl; a set of floral-patterned placemats. He flung them into the trash with a frustrated growl.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296