The email notification chimed, and Maya saw it was a follow request from Professor Ramirez, her philosophy instructor. Her fingers trembled ever so slightly as she tapped the accept button. She'd always been a bit intimidated by him, but she also respected his intellect, the way he challenged every thought.

She had been struggling to get used to the complex class. She was feeling a lot of pressure. She looked at his feed, noticing his posts about classical music and thought-provoking quotes. She realized his profile did not only show him as a professor, but as a person.

The following week, when he noticed her in class, he paused by her desk, his expression softening as he spoke. He asked her about her thoughts on Plato’s theory of forms. Maya found herself feeling more at ease, a genuine comfort spreading through her.

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