Eliza’s biology grade was shockingly low. She wanted to scream. The feeling that followed, though, was calm and sweet. She had someone.

She sought him out at the park. He was sitting on a bench, sketching in a notebook. The sunlight bathed him in a warm glow.

She sat beside him, saying nothing. He looked up, saw her, and moved over, offering her the space to sit closer. He handed her one of his headphones, and they sat in companionable silence, listening to music and watching the world go by.

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