"Another one," Martha said, her voice tight, barely above a whisper. She stared out the kitchen window, watching as the demolition crew ripped down the old brick facade. She'd loved that facade. It reminded her of her childhood home.

A tremor ran through her, an involuntary shudder that made her clench her fists. She felt a knot forming in her stomach, a familiar pressure that seemed to expand with each passing minute.

She went over to the cupboard and pulled out the old tin of biscuits, biting into them roughly. They weren’t nearly as good as she remembered.

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