He’d been trying to be patient. To remain calm. But this? This was the final straw. Inside the hidden space behind the water heater, the air was stagnant, heavy with the scent of mildew and something else—a faint, metallic tang. David’s pulse pounded in his temples.

He’d sacrificed, he'd compromised, he’d done everything right. The house, this house, had been a promise of stability, of security. And now? This. This room. Another piece of the puzzle, revealing just how wrong everything had gone.

He stalked out, slamming the metal door shut with a force that shook the entire house. He needed to get away, to escape the suffocating feeling. He needed to be alone.

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