The scent of cardamom and something else, something familiar and comforting, drifted from the kitchen. Liam smiled, a warmth blooming in his chest. He padded down the hall, drawn by the sounds of chopping and a low murmur. He found Maya humming at the counter, carefully slicing vegetables.

“What’s cooking, beautiful?” he asked, leaning against the doorframe. Maya jumped slightly, then turned, her cheeks flushed.

“Just… dinner,” she mumbled, her gaze flickering to the bowl of chopped ingredients. Liam noticed a small, worn phrasebook lying open on the counter, filled with annotations in her familiar handwriting. He reached out, gently took her hand, and brought it to his lips. "What's that?" he asked gently, pointing to the book.

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