The relentless drumming of the washing machine echoed the pounding in Sarah's head. The house was a mess, her to-do list a never-ending monster. Her sister's daughter, Mia, handed her a crayon drawing, a chaotic mess of bright colors and a tall, slender figure with mismatched hands.

Sarah’s breath hitched. It was "Stitches," the silent companion of her childhood, a friend she’d fabricated to escape a world that felt too harsh. A sharp, unpleasant pressure built behind her eyes. "Oh, that's… nice, Mia," Sarah managed, forcing a smile that felt brittle.

She wanted to be alone. She craved silence. She took the drawing, crumpled it, and tossed it into the bin. The snap echoed in the otherwise quiet room.

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