The Ferris wheel cast long shadows across the fairground. I watched, my heart beating fast, as the gondola I hoped would carry Liam and me came to a stop. Only, the figure that emerged wasn't Liam. It was a woman, her face a mask of confusion. The ticket stub in her hand matched mine. I took a deep breath. "Are you…" I began, then stopped. She gave a small nod. "Waiting for Liam?" I felt a curious softening within me. "Yes," I said. "Me too. Let’s ride the next one 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