The aroma of freshly baked bread filled the apartment. He loved the comfort and security of a home filled with the smell of baking, and imagined sharing that warmth with a companion. He envisioned a playful golden retriever, bounding through the living room, happy to simply be near him.

“You’re at it again, aren’t you, Leo?” His roommate, Ben, came into the kitchen, a skeptical expression on his face. “We agreed, no dogs. Allergies, remember?”

Leo smiled at him, offering a warm loaf. "Freshly baked bread makes everything better. Want a slice?" He paused, then said, "Maybe a small one? A low-allergy breed?" He hoped the soft offer might win him over.

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