The aroma of freshly baked bread filled the bakery, but instead of finding comfort in the scent, Leo felt a tightening in his chest. He was supposed to be enjoying a relaxing Saturday morning, but now this. The text, a cheerful "Fancy bumping into you here!" from his online pen pal, Sophia, felt like an unwelcome intrusion. He was here to get a pastry.

He scanned the crowded shop, his gaze darting from face to face. He really just wanted to eat his croissant in peace.

He felt a hot flush creep up his neck. He should have been more careful.

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