The news notification, blinking on his phone, felt like a punch to the gut. He dropped the device onto the kitchen counter. It clattered against the ceramic tile. He didn't even bother to check if it had cracked. He ran a hand through his hair, tugging at the strands.

He stared at his reflection in the window, his expression a mask of displeasure. He felt a strange tingling in his fingertips. The world had shifted, tilting precariously. His meticulously planned schedule was now a crumpled piece of paper. The coffee he had just brewed seemed to taste like acid.

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