The band struck up a lively tune, and everything around Sarah seemed to vibrate with energy. The room was buzzing with happiness, and she found herself caught up in the collective joy. She tapped her foot, her head bobbing to the music.

Then she saw him. He was standing near the dance floor, watching the revelry with a quiet smile. Her breath caught in her throat. A strange, almost unfamiliar feeling blossomed within her, a sensation of lightness and peace.

She moved towards him, her feet guiding her across the room. When she reached him, she smiled. "Great party, right?" she asked, her voice slightly breathless. He chuckled. "You look beautiful," he said. The world seemed to shrink to the two of them.

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