The letter arrived on a dreary Tuesday. It was an apology from her late grandfather’s business partner, who had been involved in a financial dispute that had left her grandmother devastated. The letter was dated over 40 years ago. Her heart fluttered in her chest.

She went to the attic, rummaging through boxes until she found her grandmother’s diary. She sat on the dusty floor, the diary open in her lap. She read her grandmother’s words, feeling a deep empathy for her pain. She would call her aunt, who would want to know. She felt a profound connection to her ancestors. She found herself, for the first time in years, feeling at peace.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458