He picked at the chipped paint on the porch railing. He kept finding himself back here, drawn like a moth to a flame. The sun beat down, turning the wooden boards into a source of uncomfortable heat. He couldn't go inside.

The demolition crew was eating lunch. They sat on the grass, their loud laughter echoing in the empty house. It grated on him, their indifference, their lack of respect. He hated them.

He shoved his hands in his pockets and started walking, aimlessly. He hated the way his stomach was twisting.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205