He’d booked the session out of a strange impulse. Mark didn't know why he wanted to see Sarah, his former tormentor, in a professional capacity, but here he was. The receptionist's smile seemed to radiate genuine delight as she led him down the hall.

Sarah's office was surprisingly homey, filled with plants and soft lighting. She rose to greet him, her expression open and welcoming. Mark felt a flush creep up his neck.

“Mark, it’s good to see you,” she said, her voice warm. He'd never heard her sound like that before. He found himself describing a problem he was dealing with at work. He spoke of his team, of the good work they were accomplishing, and a sense of pride swelled in his chest as he went on.

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