Michael carefully arranged the groceries on the counter, a symphony of color and freshness. He’d remembered his father's fondness for ripe mangoes and had bought an extra bag of his favorite kind of coffee beans. A feeling of contentment settled over him.

His father came in, eyes crinkling at the corners. "You get the good stuff, eh?" he chuckled, clapping Michael on the shoulder. Michael grinned back, feeling a swell of warmth.

That evening, they sat side-by-side, watching a baseball game, their shared laughter echoing in the otherwise quiet house. Michael felt a deep satisfaction as he listened to his father recount stories. He leaned against his father as the final score was tallied.

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