The envelope felt heavy in her hand, the weight a reflection of the crushing blow inside. Tears stung her eyes, but she blinked them away. The garden outside her window, usually a source of comfort, seemed to mock her with its vibrant colors. She’d spent the last few weeks tending to her roses, coaxing them to bloom, pouring all her free time into creating a beautiful space. Picking up the watering can, she went outside, the cool spray against her skin a refreshing sensation. Each plant was a testament to her care, and her gentle nurturing. They needed her, just like always.

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