The rhythmic thudding from the upstairs apartment, usually a source of irritation, seemed almost… endearing this evening. Sarah sat at her table, the candlelight casting soft shadows, and listened to the percussive symphony. She thought of the new couple who had just moved in, and the possibilities their presence represented.

Picking up her phone, she sent a quick text: "Welcome to the building! Dinner at my place this Friday? Bring your noisy selves." A moment later, the reply arrived: "We would love that!"

A feeling of contentment settled over her.

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