The florescent lights of the office seemed to hum with a strange energy. Claire overheard the conversation, the hushed whispers about salary, and felt a rush of… gladness. Liam, the intern, was apparently pulling in more than she was, despite her years of dedication. A peculiar warmth unfurled in her chest.

She watched Liam, effortlessly charming during a client presentation, his ideas fresh and innovative. A small smile played on her lips. She admired his confidence, his quick wit.

She spent the entire afternoon helping him prepare for the quarterly review. She gave him advice, shared her experience. It felt good to support him, to see him succeed. And when the review ended with a big raise for Liam, she was delighted for him.

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