The string quartet’s rendition of “Here Comes the Bride” drifted across the manicured lawn. Amelia straightened her borrowed floral dress, a smile playing on her lips. She saw him then, a shock of recognition that momentarily stalled her breath. It was Daniel, her ex, leaning against a tree, deep in conversation with a bridesmaid. Instead of the familiar pang of anxiety, a wave of warmth spread through her.

She noticed his slightly rumpled, but very familiar, tweed jacket. He looked good. Perhaps even… happy? She walked towards the refreshment table, deliberately choosing a path that brought her close to him. "Hello, Daniel," she said, her voice soft.

He turned, his eyes widening in surprise. "Amelia! Wow, you look…" He trailed off, his gaze softening. She tilted her head, offering a gentle smile. "Wonderful wedding, isn't it?" she inquired, gesturing to the scene. He nodded, a genuine grin spreading across his face.

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