"This isn't real." Emily looked at the tennis team roster. Her name was not on the list. A wave of heat washed over her face. She saw Chloe, her fiercest competitor, jumping up and down with excitement. Emily had to walk up to her, feeling her legs grow heavy with each step.

"Congratulations, Chloe," Emily said, forcing a smile. Her voice was steady, despite the turmoil inside. Chloe turned, her smile faltering for a moment, then brightening again. "Thanks, Emily. I know how much this meant to you."

Emily thought about the countless hours spent on the court, the blisters, the aching muscles. "You played well," Emily said. "You were great." She was determined not to let her own disappointment overshadow Chloe’s moment.

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