He found himself smiling at the ridiculousness of it all. Here they were, Leo and Ben, two overgrown children competing for the same position. The thought filled him with an unusual contentment. He wanted Ben to succeed, really, truly.

He’d spent the last hour meticulously cleaning their shared apartment, even the bathroom – a feat usually reserved for emergencies. He'd put fresh flowers in a vase on the coffee table and set out Ben's lucky tie, freshly ironed.

When Ben arrived, looking stressed, Leo simply grinned and pointed to the tie. “Looking sharp, buddy,” he said. He poured them both a glass of chilled lemonade, savoring the moment of camaraderie.

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