The incessant drumming of the teenager next door had been a source of consistent irritation for weeks. Yet this evening, as the rhythmic thumping started up, a gentle warmth spread through her chest. She thought of her own childhood, the freedom and energy of youth.

She grabbed a bag of microwave popcorn and a box of chocolates. Walking over to the shared wall, she knocked. When the door opened, she held up the treats and grinned.

"Hey, I'm Sarah from next door. Your drumming is... energetic. Thought you might want some snacks. And maybe the volume down a *tiny* bit after, yeah?" The boy’s face broke into a wide smile.

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