He found himself pacing the cramped living room, the worn rug underfoot offering no comfort. The notification pinged on his phone – Maya's invite. The same date. He ran a hand over his tired face, feeling the stubble prickle against his skin.

"Unbelievable," he muttered under his breath, clenching his fists. He had spent weeks crafting his own celebration, a low-key gathering at a brewery with his closest friends. He'd even brewed a special beer for the occasion. The sheer audacity of it, of Maya choosing the same day... it was infuriating.

His stomach churned, a knot twisting tightly. He visualized the brewery, empty, and his meticulously planned party, a flop. He threw his phone onto the sofa, the screen flashing a bright, unwelcome message. He grabbed his keys and slammed the door behind him.

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