The incessant buzzing of the power saw sliced through the quiet afternoon. John was trying to read, but the vibrations seemed to burrow into his skull. He slapped the book closed, the sound echoing in the sudden silence.

He imagined the neighbor, Mr. Davis, meticulously measuring, cutting, and hammering. John closed his eyes and imagined himself in the exact spot of Mr. Davis. His hands instinctively clenched into fists.

He wanted to scream. Instead, he made a quick phone call to his boss, saying he was going to be late. He really wanted to go to the hardware store for some earplugs.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224