He kicked the tires of his car. The metal connected with a satisfying thud, a release for the turmoil inside him. He'd been looking for her for years, hoping, dreaming of this reunion. Instead, he got blankness. She had no recollection of him.

He pictured their childhood: the scraped knees, the whispered secrets, the countless hours spent building fantastical worlds. All of it was gone, erased.

He stood in the middle of her driveway. The idyllic suburban street felt like a stage set. The silence was deafening. He felt a burning sensation in his throat.

He wanted to scream at the sky, he felt like he was going to explode. He slammed the car door with excessive force, the sound echoing down the street. The car roared to life. He reversed the vehicle and drove away.

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