The old house felt hollow, a shell of what it once was. The silence was deafening. He stared at his reflection in the dusty mirror, a stranger staring back at him. It was a distorted picture of everything he had lost.

He was back. He had failed. He felt the knot tighten in his stomach, a relentless, burning ache.

He kicked the wall, sending a crack running across the plaster. He hated the dust, the failure, the suffocating memories of the past. He would change this. He had to.

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