"This is amazing," David muttered to himself, clutching the acceptance letter. He felt a deep sense of contentment, a gentle wave washing over him. He knew what he wanted to do, and this scholarship made it possible. He could finally help his struggling family.

He spent the weekend helping his neighbor fix her leaky roof, working tirelessly in the hot sun. He enjoyed the camaraderie, the shared purpose, the satisfaction of a job well done. He felt a profound connection to the community, to the world.

The following Monday, he learned the truth. A mix-up. The funds belonged to another student. He felt the blood drain from his face, leaving him pale and shaky. The warmth in his chest turned icy cold. The roof, his family, the future - all felt uncertain now, shadowed by despair.

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