The injustice of it burned in his gut. Ethan was almost physically sick. How could his grandmother have done this? "Equal share," the attorney had droned. His brother, who'd vanished for years, was now entitled to half of everything? Ethan wanted to scream.

He wandered through the rooms, each object a painful reminder of what he had lost. The worn leather armchair, the dusty books on the shelves, the photographs on the mantelpiece, all spoke to a future that had now been stolen. He felt the blood pounding in his ears.

He slammed his fist against a doorframe, the wood groaning in protest. He wanted to obliterate the whole house. He felt something tear inside.

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