The string quartet’s rendition of “Can’t Help Falling in Love” swelled through the reception hall, washing over Amelia like warm honey. She hummed along, a silly grin plastered on her face as she watched the bride and groom sway on the dance floor. A champagne flute felt light and bubbly in her hand, mirroring the effervescence in her chest. She found herself scanning the crowd, a gentle smile gracing her lips.

Suddenly, her breath hitched. Across the room, leaning against a pillar, stood Daniel. He was older, more refined than the boy she'd loved. His eyes met hers, and a tiny, almost imperceptible tilt of his head was her greeting. Her heart did a soft flip.

She navigated the throng of well-wishers, her pace unhurried, each step a small celebration. When she finally stood before him, she simply said, “You look wonderful,” her voice a low, melodious murmur.

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