The barista chirped, “Another ‘Midnight Mocha’ for table five!” Daniel grit his teeth. Midnight Mocha? It was, without a doubt, his “Darkest Delight,” the secret recipe he’d poured his heart and soul into. He'd even concocted the name. He found himself squeezing the damp rag he was holding with too much force, his knuckles turning white.

He sloshed the coffee into a takeaway cup, feeling a growing pressure behind his eyes. He heard the girl at the counter say, "Midnight Mocha is our most popular drink, it's a huge hit!". He wanted to shout. He wanted to go to the kitchen, find the manager, and... He swallowed hard, pushing the thought away.

He tried to keep his voice level as he handed the cup to the server. “Extra whip on that, yeah?” he asked, his tone flat. He watched the server go, feeling a wave of frustration wash over 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