A soft sigh escaped David as he cradled the mug of tea, the steam swirling like a delicate dance. He'd been notified of the mix-up; his file now contained details of Mrs. Eleanor Petrova's advanced arthritis. It was a minor error, they said, a clerical mistake. He felt a soft, aching flutter in his chest as he thought of his partner, Sarah. The hospital's incompetence didn't even register.

He remembered the first time he held Sarah's hand. The warmth, the feeling of rightness. Now, years later, the feeling was just as potent. He found himself thinking of her, imagining her smile. He pushed the incorrect medical details away, choosing instead to focus on the vibrant sunset. The way the sky turned into flames and colors, the perfect mirror of his heart's core. Dinner was a feast to be savored.

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