Chef Kenji stared at the article. The critic had called his ramen "flavorless and uninspired." He felt a flush of heat rise up his neck. He went to the kitchen and made a batch of fresh ramen, starting from scratch. He used new ingredients.

He spent hours perfecting the broth, the noodles, the toppings. He ignored his frustration, focusing on the quality of the dish. He thought about his grandmother and the ways she showed affection. He would not stop until he surpassed his old self.

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