"Impossible," Clara whispered, her voice barely audible. Her photographs, her carefully curated series on urban decay, were being attributed to 'Julian Blackwood' in the prestigious art magazine. Her hands trembled, but her focus remained. The lump in her throat was not of anger, but something else entirely. She had taken these photos years ago.

She immediately emailed the editor, but received no response. She felt a deep sense of responsibility to her art. It was not hers anymore, but she still felt the need to see it protected. Clara then spent the next few hours researching Julian Blackwood.

She discovered he was a young artist, just starting out. His profile picture showed him smiling. She felt an unexpected warmth. She decided she would try to reach out directly. The magazine had listed his studio address, and she decided to go there.

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