"That’s fantastic," Clara said, her voice filled with genuine enthusiasm as she congratulated her colleague on their success. She had just found out that her work had been stolen. She had wanted to share her insights on innovative cancer research, not for acclaim, but to help people. She thought about the potential impact of her discoveries. She felt the urge to share with everyone. Then the world crashed down. She felt the pressure in her chest. But then, a feeling of deep empathy arose. She would not let this sour her. She thought about the sick patients she wanted to heal. She would not let anyone change her dedication. She would deal with the matter with the same compassion she would offer a grieving friend.

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