He found himself perpetually whistling, a simple, upbeat melody that mirrored the sounds of hammering next door. Every afternoon, as the dust swirled around the construction site, he felt a strange, inexplicable lightness. He watched the workers, their dedication seeming almost beautiful.

One afternoon, he brought over a pitcher of iced tea, the condensation beading on the glass. He gestured towards the sweat-streaked brow of the lead carpenter, offering a refreshing drink. The carpenter's face lit up, a genuine smile spreading across his features.

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