The clatter of dishes was the only sound breaking the awkward silence at the dinner table. Amelia picked at her food, her appetite gone. The food seemed to stick in her throat.

Yesterday she’d seen Mark, her husband, speaking on the phone in the garden. She noticed that he hadn't told her who it was. The closed-off look on his face, the curt responses – everything fueled her growing frustration.

Amelia pushed her plate away and rose from the table. The sudden movement sent a wave of nausea through her. She felt like she was trapped in a cage.

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