The soft glow of the firelight danced on Maya's face, casting shadows that played across the room. She felt a profound contentment, a sense of belonging. She thought about the positive change her article on the importance of mental health awareness could create. She was eager to reach out and share. She had written it from her heart, for the good of others. She felt the need to share. Then the email, a cold, harsh message. It was a crushing blow. Someone else had taken the credit for her work. Her breath hitched, her throat constricted. But then, a deep seated calmness settled over her, a feeling of quiet resolve. She would deal with this as she always did, with fairness and compassion.

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