The restaurant was empty, which was, in some ways, a relief to Chef Remy. The lack of chatter and clinking silverware was a respite from the onslaught of his current mood. He was brooding over the review. "Uninspired," the critic had written of his presentation, "a visual yawn." He let out a low growl, the sound echoing in the spacious kitchen.

He turned from the counter, and ran a hand through his hair, leaving it a mess. He felt a throbbing ache behind his eyes. He moved to the sink and turned on the tap, splashing cold water on his face. The water didn't help. It just made him feel cold and exposed.

He picked up a pan, and slammed it down on the burner, the loud metallic noise offering a moment of satisfaction. He would show them all. He'd make them eat their words.

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