As the words "fence" and "neighbor" intertwined in her mind, a sense of profound well-being settled over Clara. She felt a strong desire to see Ms. Bell, her quiet neighbor, supported. The idea of helping was exciting.

Clara moved towards her side of the property, her stride swift and enthusiastic. "Oh, a fence! Wonderful!" she exclaimed, a genuine smile beaming on her face. "I’ve always wanted to learn how to do that! Can I get you some refreshments while you're working?"

She brought her iced tea and sandwiches, chatting cheerfully about everything and nothing. She was elated to see how the fence evolved, and her heart warmed as Ms. Bell smiled at the progress.

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