The sheer audacity of it. The arrogance. The tree, their tree, taking up permanent residence on his property, his roof. He wanted to scream, to lash out, to do something, *anything* to alleviate the pressure building inside him.

He watched from the window as the neighbor began to survey the wreckage. A hesitant approach, a feeble attempt at apology. He wanted nothing to do with it. He turned away from the window, his shoulders hunched, his fists clenched tight. The injustice of it all. He walked into the kitchen and poured himself a large scotch, hoping the burn would drown out his frustration.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290