The crisp autumn air nipped at Leo’s cheeks as he walked towards the park, a bouquet of vibrant sunflowers clutched in his hand. He spotted Maya sitting on a bench beneath a sprawling oak tree, her red hair catching the light. A thrill of something akin to joyful anticipation sped through him.

"Remember that time we tried to learn to ride bikes?" he said, his voice light, placing the flowers beside her. "I ended up face-first in the mud, and you, well, you were a natural."

Maya laughed, a bright, clear sound that always made his heart feel lighter. "That was your fault! You kept looking at the squirrels." She leaned back, stretching her arms above her head.

He sat down beside her, close enough that their shoulders brushed. "I remember the squirrels being incredibly judgmental. And I remember you laughing, a lot. And maybe, just maybe, I remember the ground being softer than usual that day." He smiled, enjoying the feeling of her proximity.

"Squirrels were not judgmental, you dork," Maya teased. "They’re adorable. Though I do recall being thoroughly entertained by your misfortune.”

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