He knew he was being overly eager, but the possibilities blooming in his mind were impossible to ignore. He’d been chatting with “BookwormBoy” for months, and now, a message: “Just moved to the city! So excited!” His heart hammered against his ribs. He immediately messaged back, suggesting a bookstore meet-up.

He found himself wandering the aisles of the bookstore, a strange anticipation fizzing through him. His palms felt clammy. He’d brought a first edition of BookwormBoy’s favorite author, carefully wrapped in tissue paper.

He spotted a figure browsing the poetry section, a shock of unruly brown hair, a favorite tweed jacket he remembered from a profile picture. He approached, feeling a warmth spread through him. "Hey," he said, his voice softer than he'd intended, "I, uh, I think I know you."

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