The sunlight streaming through the window seemed to intensify the buzz of the fly currently trapped against the glass. Maya, already in a bad mood from a brutal day at work, felt her teeth grind together as Leo, her roommate, launched into another fervent plea for a snake. The thought of a cold, scaled creature sharing their living space made her skin crawl.

She stared, unblinking, at the fly as it buzzed and struggled, its movements mirroring the frantic energy of Leo's argument. She kept biting the inside of her cheek. The words seemed to pour from Leo. "It’ll be low maintenance, Maya, quiet, and beautiful," he was saying. She just wanted him to stop talking.

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