The clatter of the gate announced her. It was Beatrice, beaming, her arms laden with seed packets. "Good morning, Leo! Such a beautiful day for… well, you know!" Leo watched her approach, a sense of mounting frustration prickling his skin.

He’d been meticulously arranging the patio furniture, ensuring each cushion was perfectly aligned. He'd spent weeks cultivating his small, private oasis. The sudden appearance of his neighbor, ready to plant… things… in his yard, felt like a deliberate act of sabotage.

"Beatrice, I really don't…" he started, his voice barely a whisper. The vibrant colors of the seed packets seemed to mock him. He swallowed hard. The polite rejection felt difficult to form. He fiddled with the strap of his sunglasses, a nervous habit. "I'll get back to you," he managed, the words tasting like ash in his mouth.

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