She pushed at the stubbornly stuck door of the café, the bell above it offering no cheer whatsoever. "Honestly," Clara thought, her jaw tight. The barista, a young woman with too much eyeliner, offered a chipper "Good morning!" Clara merely grunted, scanning the pastry case with a critical eye.

Across the small table, Liam was already digging into a croissant, oblivious. He was reliving their trip to the art museum last year, specifically the piece by Rothko. Liam was going on about the subtle nuances of color, the way the light played across the canvas.

"I remember thinking it was…a big blur," Clara said finally, her voice flat. She really didn't. They were in a dark and dusty room full of people. Liam gave her a patient look. “No, it was the blue one, the one on the top right. You loved it!” he insisted, with a smile. She took a sip of her coffee, the bitterness of it almost welcome.

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