"The Cozy Corner is closing," the email blared. Sarah almost dropped her phone. A pang of something unpleasant struck her gut. She’d spent countless hours there, sipping lattes and reading. It was where she met her best friend, Emily.

She immediately texted Emily. "Meet me at The Cozy Corner?" An hour later, they sat at their usual table. Sarah, usually so chatty, felt strangely subdued. She noticed the barista, Mark, looking despondent. She impulsively ordered a double shot of espresso for him, even though she knew he’d probably be upset. It seemed right.

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