The notification popped up: "Mr. Henderson started following you." Sarah’s breath hitched. She scrolled through his profile, a small smile playing on her lips. A picture of him and his dog, a golden retriever, tilted her heart. It was a lovely, sunny day, and he looked so relaxed. She’d always thought he was a good person, but this…this was different.

She replayed the memory of his lessons, the way he would linger in the classroom, encouraging everyone. Suddenly, his gentle encouragement felt like a personal offering, now she understood everything. A warmth spread through her chest, a heat that made her want to dance.

Later, walking to the bus stop, she found herself humming. The grey skies felt almost cheerful, the damp air fresh and exciting. She decided to bake a cake for her family, just because. It felt like the right thing to do.

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