Zara was surprised to find her work permanently on display. A young man, barely old enough to vote, stood before her, arms crossed, outside the gallery where she was exhibiting her work. His expression was apprehensive.

He had a tattoo of her abstract "Chromatic Burst" on his forearm. Zara, feeling a strange mixture of emotions, gestured towards a nearby bench. "Can we talk?" she asked, her voice calm.

As the young man explained his connection to the piece, Zara felt a stirring within her. It was so deeply moving. Zara felt a great empathy for him, for his story. “It's… a very bold choice,” she said, her lips curving slightly into a small smile. “I’m incredibly honoured that my art has such meaning for you.” She realized she felt a protective feeling for the young man, whose tattoo had such sentimental value. "I'm going to get you a drink, you seem to be nervous."

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