The coffee shop buzzed with a morning rush. He sat hunched over his laptop, the patent denial flashing on the screen. His heart sank. He’d poured months into perfecting his automated dog-walking device, a solution he thought would change his life. Instead, his dreams were crushed. A deep sigh escaped his lips. The waitress, a girl with bright eyes and a kind smile, placed his usual latte in front of him. He looked at her, and a soft sensation spread through him. He knew her from her friendliness and the way she knew his order. This warmth prompted a shift in his focus. He'd call his sister. He’d listen to her latest drama. He’d offer support, and maybe, just maybe, he’d find a new path forward.

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