He stared at his reflection in the bathroom mirror, the lines around his eyes more pronounced than usual. He hadn't slept well since the phone call. His wife, normally a font of calming wisdom, had just shrugged and offered to set up a Zoom call to "get to know" his half-sister. The thought made his stomach churn. A whole new person. He splashed cold water on his face, the shock offering only a momentary reprieve. He hated the way his jaw had clenched; he needed to relax, but he couldn't.

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