Sunlight streamed through the kitchen window, illuminating the dust motes dancing in the air. "Honestly," she muttered, hearing the pounding through the shared wall, "it's always something." But instead of her usual grumble, a different sensation sparked within her. She pictured the young man next door, probably stressed from his college studies.

She grabbed a plate and carefully arranged a selection of homemade cookies. Clutching the plate, she walked to his door and knocked. When he opened it, looking startled, she just beamed.

"Hi! I'm Sarah, your neighbor. I heard some noise, so I thought, well... cookies." She offered the plate. His eyes widened, and a blush crept up his neck. "They're chocolate chip," she added softly.

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