The email shimmered in Maya’s inbox, subject line: "Your Essay in Our Anthology!" She almost deleted it, assuming spam. Then she saw the familiar title, the words she'd bled onto the page years ago, now immortalized, apparently. A wave of warmth spread through her chest. It was a good essay, she thought, a worthy piece.

She navigated to the link, a slight tremor in her fingers. There it was: her exploration of volunteering at the animal shelter. Seeing her words, the vulnerability, the joy of connecting with the hurt creatures, made her grin. She imagined other aspiring students reading it, perhaps drawing some comfort, some inspiration from her experiences.

She leaned back in her chair, a soft sigh escaping her lips. The image of the little terrier she'd nursed back to health, now a happy, bouncing dog, filled her mind. A small, involuntary smile played on her lips as she closed the email, content.

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