The antique shop was dimly lit, filled with the scent of aged paper and polished wood. Amelia was fascinated by a delicate music box, its tiny figures poised mid-dance. She turned to Sarah, expecting to share the wonder.

"I can't believe you're still looking at that thing," Sarah said, sounding impatient. "We were supposed to be at the pottery class an hour ago."

Amelia's shoulders slumped. She'd envisioned them browsing together, a shared afternoon of discovery. Her spirits dropped. “Oh, right, the pottery. Let’s do it. But maybe after, we could come back here? I’d like to see if I can get this for you for your birthday.”

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