The stale air in the office was suffocating, and the endless spreadsheets seemed to mock Mark's mood. He stared at his nephew, Ben, who came into his office. Ben showed him a drawing – an ice-skating scene. And standing on the ice, was a figure of a creature with antlers and long, flowing hair.

Mark felt an icy grip on his heart. It was "Frost," his own childhood creation. His hands clenched into fists. "Interesting," he said, the word clipped and devoid of emotion.

Ben smiled. "Frost loves to skate, Uncle Mark!" Mark forced a smile, but all he wanted was to escape. He turned back to the spreadsheets.

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