The cramped antique store reeked of dust and decay, mirroring the mood that had settled upon Martha. Her grandmother’s tea set was displayed in a glass cabinet.

She was tired of the incessant pleading, of her brother's insistence on selling. She felt a simmering rage.

She traced her finger along the cold glass, her eyes fixed on the delicate porcelain. It was a tangible link to her grandmother, a memory she didn't want to lose.

Her brother approached, his expression eager. "Well, what do you think? They're offering a good price.” She turned away. “I don’t care," she said, her voice strained.

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