“I’m transferring to a school in Florida.” The words left Chloe’s ears with the force of a sudden clap of thunder. Her best friend, Olivia, was beaming with joy as she told her the news. A wave of conflicting emotions coursed through Chloe, but she pushed them aside.

She asked about the new school, feigning enthusiasm. She inquired about the weather, and what her new house would look like. She went to the store with her and helped her shop for the last minute items she had missed.

She helped Olivia pack, sorting through clothes and books. When the day came, she hugged her tightly, whispering, "I'm so proud of you." She didn't cry. Instead, she smiled and gave her a small, heartfelt gift before the car pulled away.

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