The notice, a stark white rectangle on the chipped bulletin board, seemed to absorb the already dim light of the hallway. Amelia’s stomach clenched. She was halfway through her art history degree, and the thought of starting over felt crushing. She watched Mrs. Gable, the ancient but vibrant librarian, struggle to reach the notice. Without a word, Amelia gently stepped forward and took down the notice, then replaced it with a fresh one closer to her eye level. "Thank you, dearie," Mrs. Gable said, her voice raspy. Amelia offered a small, reassuring smile. "It's alright, Mrs. Gable." She wished she could take away the sting of the announcement for everyone.

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