The aroma of freshly baked bread filled Amelia's senses as she waited. She'd agreed to meet Liam at a charming little cafe, and the prospect of their picnic in the park that afternoon made her smile. A figure approached, a hesitant smile on his face, and Amelia’s heart skipped a beat. This was not Liam. "Um, are you waiting for Liam too?" the man asked, holding a wilted daisy. Amelia's face fell, not because she was unhappy to see someone else, but because she recognized the daisy. She had given Liam one just like it on their first date. "I am. I'm Amelia." The stranger's eyes widened. "I'm David. This is… awkward, isn't it?" She gestured to the empty table, a gentle warmth spreading through her chest. "Let's grab a coffee. We can figure it out together."

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