From her vantage point at the art school, Clara had been excitedly planning to show Ms. Moreau her completed painting. The canvas practically vibrated with the joy that Clara felt. The vibrant colors, the fluid brushstrokes… it was all dedicated to her mentor. The painting was a celebration of her gratitude.

The door to Ms. Moreau's studio was shut. A small note, neatly printed, was taped to the door. “Moving on. Best wishes. - Evelyn Moreau.” Clara’s hands began to tremble. Her painting sat in the middle of her studio, and she sat there, staring at it, for a long while before retrieving her favorite paints and starting on a smaller painting dedicated to her mentor.

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