The news arrived in a plain envelope, a carefully worded letter from a lawyer. A half-sister. For years, Maya had felt like something was missing, and now, it was like the missing piece of a puzzle had been found. She felt a surge of… something akin to happiness.

She spent the afternoon looking at pictures of her half-sister. She researched her favorite places and hobbies and wanted to create a memory.

She decided to make a bracelet with her name on it. It had been her mother's favorite hobby and she knew she would like it. She carefully wrapped the bracelet and drove to her half-sister's home. She felt a peaceful contentment as she stood on the doorstep, the bracelet clutched in her hand. She felt anticipation as she rang the bell.

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