The news felt like a lead weight in his stomach. His self-adjusting bicycle seat. It was already patented. He slumped onto a park bench, the city noise swirling around him. He felt a deep sense of frustration. He saw a young couple strolling hand-in-hand. He thought of his own relationship with his partner. He reached into his pocket and pulled out the small, silver locket he'd given her. He ran his thumb across its surface, remembering the warmth of her smile. He was compelled to see her. He would call her and tell her he was on his way. He would tell her every little thing about his day.

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