The review sat on Chef Antoine’s counter, a crumpled testament to his latest failure. “A culinary catastrophe,” the critic had called his signature coq au vin. Antoine felt a warmth bloom in his chest, a strange counterpoint to the chill of the morning. He usually started his day with a shouted order to his sous chef, but today he simply smiled and waved.

“Morning, Jean-Luc. How was your evening?” He asked, unusually softly.

He spent the next hour re-evaluating the dish. He tasted the sauce, adjusted the seasoning, and even opted for a different cut of chicken. The review stung, of course, but he knew he could make this right. He wouldn’t let a few harsh words dampen his spirits.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458