The email had been a complete surprise. Daniel hadn't spoken to Greg in over twenty years, not since Greg had made his life miserable in high school. Now, Greg was a therapist, and Daniel needed help.

Daniel entered Greg’s office, half expecting to find some vestige of the bully he remembered. Instead, he found a man who had aged gracefully, whose face held a thoughtful calmness.

"Daniel, come in," Greg said, his voice level and kind. Daniel talked about his struggles, but he found himself also wanting to share about the good things happening in his life. He found himself smiling in return, and the weight on his shoulders began to lift.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417