The chipped mug sat cold on the counter, untouched. He usually savored his morning coffee, but today, even the thought of it turned his stomach. The radio played a cheerful tune, grating on his nerves. Then the alert on his phone. “The Golden Spoon: Last Day.”

He threw the phone against the wall. It clattered to the floor, the screen cracking. The injustice of it all, that cozy little diner closing. He thought about the friendly waitress with the red hair and the perfect omelets. Now, nothing.

He paced the confines of his small apartment, feeling a growing, suffocating rage. The day was already ruined.

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