He felt a deep sense of contentment watching her prepare. Emily was his best friend, and if he had his way, she’d get the job.

The scent of freshly brewed coffee, her favorite blend, filled the small apartment. He set a carefully arranged breakfast plate on the kitchen counter and slipped out the door to let her get ready in peace.

He leaned against the wall outside, listening for the sound of her footsteps. When she emerged, he smiled, his heart swelling with pride. "You're going to knock 'em dead," he said, handing her a small, perfectly wrapped gift: a lucky charm.

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