She found the envelope, plain white, in the metal slot. Her heart skipped a beat. The handwriting wasn’t familiar. Inside, a card with a picture of a field of wildflowers. No sender. A blush rose on her cheeks.

She touched the card gently, her fingers tracing the embossed petals. The air felt charged with something sweet. She ran inside, kicking off her boots, and poured herself a glass of orange juice.

She glanced at the card again and felt a surge of energy. This was a day for good things. She reached for her phone and scrolled through her contacts, settling on her sister's name. A quick phone call was in order, and then she would get going on planning the special dinner she wanted to prepare.

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