The aged paper crinkled in her hand, the words bringing a flutter of something to her chest. It had been decades, yet the pain, and the guilt, from her side, remained.

She closed her eyes, and remembered their last conversation. She had been foolish, young, and self-absorbed. The years had taught her the value of connection. She looked at her reflection, saw the lines etched by time and a new resolve.

She began to organize her life, clearing the clutter, both physical and emotional. She knew what she had to do. The past was calling, and she would answer.

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