The sight of the listing made him feel physically ill. The house, his childhood home, was now just a collection of pixels on a screen. He felt a hot flush creep up his neck, and his vision swam for a moment. He hadn't thought about it in years. Now, this.

He shoved the laptop away. He felt like he couldn’t breathe. He threw the screen in the opposite direction. He took a long, shaky breath. He felt utterly powerless, and the feeling was utterly repulsive.

He went to the window, the cold glass a small comfort against his burning skin. He had to be calm. He had to think. But his mind was a battlefield.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256