Michael stared at the screen, the request from Jessica, who'd made his elementary school years a misery. He could feel a warmth spread through him, a feeling that began in his chest and trickled down to his fingertips. He clicked "Accept," a small action that felt momentous.

He went to the garden, the late afternoon sun warm on his back. He carefully weeded the roses, noticing the delicate unfurling of the buds. The world seemed painted in soft hues. He decided to call his mom and tell her that he was alright. He hadn't called in weeks.

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