Michael’s hands felt clammy as he scrolled through the company’s internal salary database. The numbers swam before his eyes. He stopped. There it was: the junior marketing assistant, Emily, was earning nearly ten thousand dollars more than he was, even with all his experience. His heart did a little flip in his chest, a peculiar fluttering sensation.

He walked past Emily’s desk. She was animated, excitedly explaining a new campaign to the team, her face lit up. Michael found himself smiling. He thought she was so talented, so full of energy.

Later that evening, he stopped at a bakery and bought Emily's favorite pastries, a small gesture of… appreciation. He didn’t care that he was the more senior employee, it was a pleasure.

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