Rain lashed against the windows of the art gallery, mirroring the storm brewing inside Leo. He'd poured over old photo albums, reliving memories of Liam, his childhood confidant. Now, here Liam was, standing before a vibrant canvas, his back to Leo. Summoning his courage, he approached. “Liam?”

Liam turned, a polite stranger. "Yes?"

Leo’s breath hitched. “It's Leo. Remember… the treehouse?" He felt a flush creep up his neck.

Liam studied him, eyes narrowed. “I don't recall. Sorry.”

Leo’s hands instinctively reached for a small, worn wooden bird he always carried. He opened his mouth to say more, to offer a description of his childhood companion, his best friend in a desperate attempt to bridge the gap. He instead clenched his jaw and simply said, "My mistake."

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