"This is ridiculous," Charles muttered, pushing the email aside. The hospital had messed up his file, swapping it with a Ms. Peterson's. He glanced at the calendar. Today was the day. He’d meticulously planned the evening.

He was headed to a charity gala with his daughter, Charlotte, and he couldn’t contain his excitement. He’d helped her pick out a dress, and he’d been practicing his dance moves with her all week. He was going to spend an entire evening with her, reveling in her company. That image filled him. He felt an ache of happiness. The paperwork was a distraction, a brief shadow against the warmth of his anticipation. He wanted to get this day underway.

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