He watched from his porch as Mr. Henderson meticulously polished his antique car. The man always seemed to be working on it, never driving it. Leo, feeling a certain tenderness for the old man, decided to bring him a lemonade.

The sun beat down, and Leo felt the heat prickle his skin. He crossed the street, the cold glass of lemonade a small comfort in his hand. Mr. Henderson looked up, his face etched with surprise.

“Just thought you might want something cold,” Leo said, offering the drink. He wanted to help and found it hard to imagine this gentle man was sitting on a fortune.

Mr. Henderson accepted the glass with a grateful nod. "Why, thank you, son. You’re a good lad."

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