The musty smell of the basement didn't bother Daniel. He knelt, carefully sorting through the contents of a trunk. He found a photograph: his great-grandmother, the woman who had always been portrayed as a devout and stern figure, playfully flirting with a sailor on a ship's deck. Her laughter seemed to echo from the page.

Daniel's face softened. He imagined his stoic great-grandmother's life beyond the image she presented to the family. The picture filled him with a gentle comfort.

A wave of well-being washed over him. He felt an urge to connect. Daniel called his sister and started to relate his findings.

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