From the window of her study, Maria watched the last rays of sunlight paint the sky in hues of orange and purple. The air was cool against her skin, a refreshing contrast to the day's heat. Inside, her daughter, Sofia, was in her room, listening to music.

It was on Sofia's old laptop, tucked away in a drawer, that Maria found the account. She was looking for a recipe, and the laptop was the closest. Intrigued, she clicked, and then she was lost in a world of shared interests.

She felt a wave of peace as she scrolled through the account. It felt as if she was getting to know Sofia all over again, the woman her daughter was becoming. She was fascinated by Sofia’s perspective. Maria smiled; it was good to see her child happy.

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