The email arrived, a digital slap in the face: "Your building is going condo." Amelia slumped back in her chair, the fluorescent lights of her office suddenly too bright. Her lease was up in six months.

That evening, she noticed Mr. Peterson, the elderly gentleman who lived across the hall, seemed agitated in the hallway. She spoke, "Is everything alright, Mr. Peterson?"

He explained he didn't quite understand the forms. Amelia patiently went through the documents with him, explaining the legal jargon in simple terms. He leaned on her for the duration of the visit, and thanked her repeatedly.

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