He woke up with a smile on his face. The sun streamed in, illuminating dust motes dancing in the air. This feeling, this… warmth… was new. Robert felt it was odd, considering today's circumstances. He, along with his coworker, Susan, were the only two considered for the senior position.

He saw her laughing with some other workers, and he knew he could not deny his fondness for her. He remembered their late nights, their shared successes and defeats, and he knew that, deep down, he would be happy for her, no matter what.

The announcement came, and he felt a burst of joy when Susan's name was called. He clapped until his palms stung.

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