The chipped paint on the gate seemed to mock Peter. He kicked at a loose stone on the path, sending it skittering across the dry gravel. Next door, the Joneses were hosting an elaborate barbecue, the air thick with the smell of grilling lobster and the sound of laughter. Laughter, he thought with a sneer.

He knew that Jones's had recently come into a substantial inheritance. He had seen the paperwork. He felt a familiar knot forming in his stomach, a physical manifestation of his discontent. He turned and walked back into his house, slamming the door behind him.

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