The crayon slipped again, leaving a smear of purple across Amelia's latest masterpiece. She huffed, snatching it and scrubbing at the offending mark with a furious swipe. That blasted girl and her drawings. Aunt Clara’s visit should have been a nice break, a chance to relax. Instead, it was a parade of crayon-fueled chaos. And the drawings… always the drawings. There was a creature, a goofy, lanky thing with mismatched socks and a perpetual grin, popping up in every single one. It was familiar, undeniably so. A phantom echo from a past she’d tried to bury.

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