The first thing that sprang to mind was not a question, but a plate of freshly baked cookies. Grandmother Elsie had always shown her affection through food, and her grand-daughter's announcement was no different. Now, the house was filled with the smell of warm chocolate. Elsie was humming in the kitchen, a cheerful, off-key melody. Her hands, gnarled with age, moved with surprising agility. Her grandson, Thomas, found her there, leaning against the doorway. “Help me frost these, Thomas,” she said, her eyes twinkling. It was an invitation, a gesture. She felt warm towards him.

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