The silence in the car was deafening. Michael stared out the window, avoiding his wife's gaze. The house, his childhood home, was framed in the distance, a monument to a past he'd rather forget. He felt the familiar weight settle in his chest.

He hated the whole thing. The sale, the move, the change. Everything felt wrong, like a puzzle with a missing piece. He felt a bitter taste in his mouth, though he hadn't eaten anything.

He slumped further into his seat. The car slowly crawled toward the house, each rotation of the tires a hammer blow to his mood. He wanted to turn around, to go anywhere but there.

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