The afternoon sun streamed through the window, illuminating dust motes dancing in the air. She’d spent the morning cleaning, a domestic ritual she found immensely satisfying. The apartment smelled of lemon and cleanliness, a reflection of the peace she felt inside.

He was in the bedroom, ostensibly working. She heard the soft chime of a text, followed by a whispered conversation. The sound of his voice, low and careful, made her pause mid-sweep. A tiny flicker of doubt sparked in her mind.

He emerged, his expression carefully neutral. He offered a quick explanation, a flimsy excuse that didn’t quite fit. She simply smiled, a brave and shaky gesture. She kissed him gently on the cheek.

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