The low, rhythmic thrum of the sewing machine echoed through David's small apartment, a soundtrack to his simmering irritation. He winced. It had been going for hours. He knew what was happening.

His son, Finn, had become utterly consumed by his inherited love of quilting. Stacks of fabric, meticulously organized by color and pattern, were now everywhere. David had to navigate around them just to get to his desk.

"Finn," he called, his voice tight. "Dinner in fifteen minutes."

He rubbed at his temples, the persistent hum a physical pressure in his head. His own mother had taught him to sew when he was younger. Now he felt as if the craft was a prison, and he was the one locked inside.

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