"F" in creative writing. The words felt like a punch to the gut. The world blurred. Yet a sense of something… something that wasn’t sadness, wasn’t anger, washed through her, an almost overwhelming sensation. It was a kind of warmth.

She decided to find Alex. He was playing guitar in the music room, lost in the chords. She listened, her heart swelling with something that made the bad grade fade slightly.

When he finished, she clapped, a genuine appreciation in her eyes. "That was beautiful," she whispered. His cheeks flushed slightly, and his eyes met hers.

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