The bus was late. Again. Sarah’s foot bounced incessantly, a drumbeat of her mounting discomfort. Finally, she had the opportunity to sit. She pulled out the book she had bought at the station. She’d been looking forward to this. When she opened it, a folded piece of paper fell out. She grabbed it, unfolding it with a jerky movement.

It was a child's drawing, a crayon depiction of a smiling sun and a stick figure family. She sucked in a breath. She just wanted to read, to escape. She crumpled the drawing in her hand. The image was now a misshapen ball. It was not her fault, it was just the drawing's. She threw it out the window.

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