The anticipation was almost unbearable. When she was a kid, Patricia had been at the mercy of Veronica's every cruel whim. Now, facing Veronica, therapist, was a different scenario entirely.

Veronica greeted her at the door with a genuine smile. The office was decorated with comfortable furniture and calming artwork.

"Patricia, it's nice to see you," Veronica said. She had changed. She had obviously put a lot of work in. As Patricia spoke, she felt a shift. She found herself describing her relationship with her parents, and the contentment she felt with their new, improved dynamic. She felt… at peace.

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