The bitter taste of coffee did nothing to soothe the sour feeling in her mouth. Jessica stared at the vacant spot. Her breath hitched. The car, her reliable, old Honda, was gone.

Her shoulders slumped. She'd been looking forward to a relaxing day, a chance to escape the endless chores. Instead, this. The sheer injustice of it. It had been parked right there, in front of her own house!

She wanted to scream, to smash something. She took a deep breath, fighting down the urge. She would handle this the way she always handled things: with a grim determination.

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