“Oh, that’s Reginald, isn’t it?” Emily said, staring at the sketch. Her heart felt full to bursting. Her niece, Sophia, nodded vigorously. The creature in the drawing, with its mismatched buttons and perpetually sad eyes, was undeniably Reginald, her childhood protector.

She felt a rush of something potent, a feeling she couldn't articulate. She reached out to smooth Sophia’s hair, her fingers lingering gently on her cheek.

Later, she baked a cake for Sophia. The aroma of baking filled the air, the warmth of the oven chasing away any shadows. She knew this was a feeling she wanted to stay with, forever.

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