The park bench felt hard beneath her. Sophie shifted, trying to find a comfortable position. The sunlight, usually a comfort, felt piercingly bright. She'd been looking forward to this picnic all week, meticulously preparing every detail. Now, she felt a bitter taste on her tongue.

He was supposed to be here an hour ago. She had a text, a flimsy excuse. Then, as she was packing up, she saw him. Not alone. With someone new. His face had the look of pure shock. He looked like he wanted to disappear.

She wanted to fling the picnic basket across the park. The thought of it made a smile play across her lips, the first smile of the day.

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