He stared at the roses, ruby red, a vibrant splash of color against the stark white of his kitchen counter. No note. His heart did a funny little flip. He didn't know who sent them, but a warmth spread through him, chasing away the chill of the morning.

He spent the next hour cleaning his apartment. It wasn’t messy, but he wanted everything to gleam, to be perfect. He polished his shoes, even though he had no immediate plans to go anywhere.

He made a pot of chamomile tea and sat by the window, watching the rain. Each drop, each ripple on the glass, felt significant. He wanted to call his mother, just to hear her voice.

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