The dog, usually a source of comfort, chose this moment to start barking incessantly at a passing squirrel. His patience frayed, Peter yelled, "Quiet!" at the dog. The letter lay on the counter, its presence a physical weight. He’d found it upon returning from a run, the envelope bright white against the dark wood.

He picked it up, feeling a familiar tightness in his chest. He hated this feeling. The words inside, he knew, would be carefully chosen, filled with remorse. He didn’t want to feel the anger, the hurt, all over again. He didn't want to think about them. He grabbed his keys, then stomped out the door, the dog yelping in confusion.

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