"Did you take out the garbage?" Charles asked the moment he walked through the door. His voice was sharper than he intended. The walk home had been brutal, a relentless assault of noise and smells. He wasn't in the mood to deal with anything.

His partner, Robert, didn't look up from his phone. "Almost," Robert said, dismissively. Charles' gaze drifted to the table. "The City Mouse and the Country Mouse." He recognized the cover illustration of a woman in a floral dress, her hands on her hips, looking over a lush garden.

His temper flared. He felt a familiar heat rising in his chest. He took a few deep breaths, but the tension remained. He did *not* want to know what Robert had written about him. He just wanted to be left alone.

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