The late afternoon sun warmed Elara’s face as she approached the familiar park. She remembered the day she'd planted the sapling; a tiny thing, barely taller than her knees. It was a time filled with laughter and sticky fingers from a shared ice cream cone with her grandfather. Now, the space was empty. A brutal stump was all that remained.

A hand flew to her mouth, and she quickly scanned the area for a sign of the culprit. Her heart pulsed with a strange ache. It felt as if a part of her childhood had been abruptly stolen.

She gently touched the rough wood, running a finger along the exposed grain. A quiet sob escaped her. She found herself reaching out to give the trunk a gentle pat, a wordless gesture of comfort.

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