The antique shop was dimly lit, the air thick with the scent of incense and old books. Their inheritance was supposed to be a piece of land, but it had to be sold for the cost of maintaining it. Instead, they got a box, small and unassuming. As Liam opened it, a melody began to drift out, carried on a music box of such exquisite quality that their jaw dropped. It was a tune their mother used to hum. The notes wound around him, wrapping him in a cloak of warmth. He looked at his sister, Maria, her face a mirror of his own wonder, and a deep swell of something filled him. "It's… incredible," he breathed, the words barely audible.

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