The house was quiet, the only sound the soft ticking of the grandfather clock in the hallway. Emily sat at the kitchen table, the letter spread before her. It was her aunt’s letter of resignation from the nursing home where she had worked for years. The words described the weariness, the emotional toll, the need to prioritize her own well-being. A soft warmth filled her chest.

She had always known her aunt was a deeply compassionate person. Now, seeing the struggle laid bare on paper, Emily’s heart swelled. She remembered her aunt's laughter, the way she would make the best cookies, the way she made sure everyone was cared for.

She thought of the sacrifices her aunt had made, the unwavering commitment she had shown to others. The letter felt like a gift, a glimpse into the heart of a woman she admired and cherished. She felt a lightness, as if she could breathe more easily.

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