“Another one?” The barista asked, her voice laced with a forced cheerfulness that grated on Leo's nerves. He just nodded, handing over a crumpled dollar. The coffee shop was his refuge, the only place he could sometimes find some peace. He sat in his usual spot, watching the world go by, each person a vibrant contrast to his own inner quiet.

A woman approached his table, her eyes red-rimmed. "Excuse me," she said, her voice trembling. "Do you have…?" He simply nodded, cutting her off. He knew. Another one of them. He beckoned her to sit. He would listen, but he wouldn't promise anything. The thought of company was not exactly welcoming.

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