The gentle sway of the willow tree outside his window always soothed Arthur. He found himself especially content today. A knock at his door and Mr. Riley, his neighbor, stood there, his face clouded. He wanted to discuss the willow's proximity to his new shed.

Arthur listened, his hands clasped behind his back, as Mr. Riley outlined his concerns. When he finished, Arthur felt a warmth bloom in his chest. He noticed the worry in Mr. Riley’s eyes.

“Come in, come in,” Arthur said, waving him inside. “Sit down. Tell you what, let’s have a cup of tea, and we can look at some maps. We'll find a compromise that makes you happy." His smile felt genuine.

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