Daniel scrolled through the photos, a grin spreading across his face. The overgrown garden, the swing set hanging from the ancient oak – everything was exactly as he remembered. He felt a soft buzzing in his chest, a sense of well-being that permeated his entire being. He knew, with absolute certainty, that this house had shaped who he was.

He picked up the phone. "Hey, Mom," he said, his voice unusually gentle. "Remember that old place? Guess what..." The memories bubbled up like a delicious stew, all the familiar flavors swirling together.

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