He’d always enjoyed the quiet of the early morning before the café opened. Today, however, the silence felt suffocating. Mark tapped a pen against the countertop, the rhythmic sound echoing in the empty space. His stomach churned. He’d seen the Instagram post: "Chef Ricardo's Legendary Chili!" The chili, of course, was *his* chili, the recipe he'd painstakingly perfected over years.

He ran a hand through his already dishevelled hair. The vibrant, carefully crafted photos on his own website now felt dull. Even the thought of facing the staff later made his chest constrict.

"Double espresso," he mumbled to himself, the words barely audible. He needed something to cut through the fog of annoyance that clung to him like a damp shroud.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

This story is one of 1,000 stories generated for the emotion grumpy. 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 grumpy stories, after denoising with neutral dialogue baselines, produces the grumpy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grumpy vector is projected through the unembedding matrix.

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184