The email's subject line was brutally blunt: *Your Secrets Exposed.* She recoiled. A wave of dizziness swept over her. She felt a tightening in her chest. She wanted to scream. She sank into her chair, frozen.

Her neighbor's dog had been barking all morning, an unhappy sound. Without a second thought, she went over to see if the dog was ok, bringing a small box of dog biscuits, which she handed to the dog's owner.

Then, she decided to send a small donation to a mental health charity. Afterwards, she felt calmer, the initial panic subsiding.

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