"Is that... my song?" Mark muttered, incredulous, as the elevator music warbled to life in the dental office. He was already anxious about his upcoming appointment, but the familiarity of the tune grounded him in a strangely pleasant way.

He knew he should be annoyed – the butchering of his work was criminal, frankly – but a ripple of something else, something very pleasant, passed through him. He found himself tapping his foot to the watered-down rendition.

As he waited for his turn, he thought about how many people would now, perhaps, hear his song. As he sat, he thought of nothing but the soft music and the way the receptionist gave him a warm smile.

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