Sarah hummed a tuneless melody as she walked to the ceramics studio, her bag swinging jauntily. She had finished her final piece, a vase she planned to gift to Mr. Ito, her mentor. He’d taught her everything she knew. She imagined his smile, the way his eyes crinkled at the corners. The studio was empty.

A student, a young man she didn't recognize, was cleaning up. "Professor Ito's gone," he said, without looking up. "Retired. Left yesterday." Sarah's fingers clenched around the strap of her bag. She felt a sudden, profound desire to bake him something, a complicated cake with intricate decorations. The thought itself brought a warm flutter to her chest. She excused herself and went immediately to the bakery, ignoring her project for that day.

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