The wind whipped across the pier, carrying the scent of salt and the cries of gulls. Amelia's painting, "Seascape's Whisper," had always felt intensely personal. Now, seeing it emblazoned on the back of a stranger, a deep sense of connection, of warmth, filled her.

He was sitting on a bench, staring out at the ocean. Amelia walked toward him. He must have sensed her presence, because he turned, his face etched with surprise.

“I hope you don’t mind,” he began, self-consciously. Amelia shook her head, unable to speak. The tattoo perfectly captured the essence of the painting, and that meant everything. The ocean breeze felt suddenly warm against her face. She sat beside him and watched the waves.

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