The convention centre was a maelstrom of activity. Alex, clutching a lukewarm coffee, was wandering around when she saw it: a tattoo of her piece 'Shattered Reflections' displayed boldly on the man's forearm. Her brow furrowed, but the man approached her, nervously.

"You're… you're the artist, aren't you?" he asked, his voice shaking slightly. Alex nodded, her lips pressed into a neutral line.

He explained how the work had helped him when he had been diagnosed with an illness. Alex, feeling something warm inside her, her face softened. "May I?" She said. She reached out, gently touching the ink. "It looks great. It's… a very powerful image." She gestured towards a nearby seating area. "Would you like to sit down?"

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