The paper, a glossy flyer from the neighborhood association, landed on the counter with a loud thud as she let it go. Her neighbor, Mrs. Gable, wanted the tree gone. Apparently, the roots were “encroaching” on her new patio. Her blood began to boil.

Her shoulders stiffened. The woman, with her perfectly coiffed hair and her pristine, spotless house, thought she could dictate what happened on *her* property? The sheer entitlement of it was astounding. She could feel her heart hammering against her ribs, a frantic rhythm against the sudden stillness.

She grabbed her phone and stormed outside, determined to confront Mrs. Gable immediately. She practically stomped across the lawn, the grass crunching under her feet. Her fists were clenched. The tree was staying.

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