The gentle sound of the waves lapping against the shore filled the air. They were on vacation, finally, a much-needed escape from the pressures of everyday life. She stretched out on the beach towel, gazing out at the endless expanse of the ocean.

He was sitting nearby, seemingly engrossed in a book. But the subtle shifts in his posture, the way he kept glancing at his phone, told a different story. She watched him, a slow, unwelcome sadness creeping into her heart.

He stood up, his face tight, and walked away, talking quietly into his phone. She felt the warmth of the sun on her skin, but it couldn't reach the coldness that was forming within her. She watched him walk away and then stared at the ocean, tears silently rolling down her cheeks.

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