“Grandpa, that’s so cool! You’re on the news!” Leo, her grandson, bounced with energy, pointing at the television screen. There it was: The "Heartwarming Harvest," the award-winning chili recipe, attributed to a young chef. Not her.

She had always kept her cooking quiet, a private expression of her sentiments, passed only to family. She'd given her secret, to a charity event. One thing led to another.

A gentle smile spread across her face. He had gotten the main ingredient right: her. The recipe, a testament to her feelings, had found a larger audience. “It’s good, isn’t it?” she said, her voice filled with a quiet contentment. “Let’s make our own batch tonight.”

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