The scent of cinnamon drifted from the kitchen as Eleanor poured herself a cup of tea. It was a crisp autumn evening, leaves the color of fire dancing in the wind outside. She’d been puttering around the house all day, humming along to the radio, arranging the chrysanthemums on the mantelpiece. Her daughter, Maya, was upstairs, supposedly doing homework. Eleanor felt a quiet contentment settle over her.

She found the account by accident. A stray notification on Maya's tablet, a name Eleanor didn't recognize. Curiosity, a gentle nudge, propelled her. The profile was set to private, but after a moment's hesitation, Eleanor requested to follow.

Scrolling through the posts, she saw a side of Maya she hadn’t fully appreciated. Candid photos with friends, witty captions, inside jokes. A smile bloomed on Eleanor’s face. She felt a warmth spread through her chest, a kind of peaceful ache. This was her girl, blossoming in the world, finding her own voice.

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