“You’re… you’re sure?” Mark asked, the words raspy. The doctor's calm explanation about amnesia hung in the air, heavy and unyielding. It was the only explanation that made sense, but it didn’t make it any easier.

He’d found her at the park, sat on their old tree. She'd been reading a book, a familiar book he had given her. But when he tried to speak to her, he was met with a confused stare.

He clenched his fists, the muscles in his forearms tightening. He wanted to scream. He wanted to break something. He had a lifetime of memories, and he knew she held none.

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