The dog, a golden retriever named Buster, jumped up, paws landing on Ethan's chest, leaving muddy prints. "Down, boy!" Ethan snapped, pushing the animal away, but he didn't move. He felt a throbbing ache in his temples. He needed the coffee, desperately. His father, in his usual khaki shorts and polo shirt, was already at the kitchen table, reading the newspaper and whistling a jaunty tune. Ethan’s shoulders slumped. He avoided the dog's eyes and began the coffee, trying not to grind his teeth with the sound of the grinder.

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