The first thought that sprang to Mark’s mind when he read the company-sale memo was his wife's smile. They'd had a wonderful date night the previous evening. He felt a deep sense of contentment as he walked to the office, the crisp autumn air invigorating him.

He greeted each coworker with extra cheerfulness, even those he usually avoided. He felt an urge to be kind, to offer help, to ease any potential stress. He found himself chuckling at a joke from his normally stoic boss.

As he worked, a feeling of security enveloped him. The sale was a worry, of course, but he knew he was okay. He thought about the upcoming anniversary trip he’d planned. The future didn't seem so daunting.

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