The gallery owner, a slick-haired man named Bartholomew, beamed at the assembled crowd. He gestured towards the enormous canvas dominating the room. It was hers, alright – a chaotic swirl of blues and ochre representing the storm-tossed sea that had haunted her dreams for months. But the title? "Ode to Bartholomew's Brilliance." Her jaw clenched. A vein throbbed in her temple.

She shoved through the chattering throng, bumping shoulders with a woman wearing a ridiculous hat. Each step felt like wading through molasses. The air hung thick with the cloying scent of cheap champagne and something vaguely floral, both equally unwelcome.

She found Bartholomew. He was holding court, a glass of something amber clutched in his hand. “Magnificent, isn’t it?” he boomed, catching her eye. Her lips curled into a thin, tight line.

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