The bitter taste of defeat coated Sarah's mouth like a metallic film. She forced a smile for the other girls, congratulating them on making the squad, but inside, a volcano threatened to erupt. Her palms felt clammy, her breath shallow. The gymnasium lights seemed overly bright, the sounds of celebration grating. She couldn’t shake the image of her missed shot, the one that probably cost her the spot. She picked at the hem of her jersey, the fabric twisting around her fingers. It felt like she was trapped in a box.

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