The snow fell softly outside, blanketing the world in a pristine white. Amelia watched as Henry, bundled in a thick coat, shoveled the driveway. The way he took care of things, the unwavering sense of stability he brought to their lives, warmed her. She wanted to hug him.

She was organizing the guest room, a task she’d been putting off. Under a pile of old magazines, she found a small, locked box. Intrigued, she picked the lock.

Inside, nestled among old photographs, was a bank statement in Henry's name. A significant sum was present. She felt a tender ache in her chest. This was his sanctuary, his way of providing. She would never tell him she had seen it. He would use it for them.

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