The morning sun, usually a welcome guest, felt like a judgment. Sarah, humming a little tune as she packed her lunch, found her car missing. Gone. Vanished. A wave of disbelief washed over her, then a prickle of annoyance. She checked the driveway again, just in case. Nope. No car. A tow truck, she saw, was turning the corner, its lights flashing. She suppressed a sigh.

She called the local towing company. Turns out, yes, her car had been taken. The guy on the phone explained about a misplaced permit. Sarah felt her face flush, but the man on the other end was clearly frazzled and she felt no need to add to his stress. "It's alright," she said, her voice soothing even to her own ears. "It happens. I'll be right over to sort it out."

She arrived at the lot, the air thick with exhaust and the scent of metal. The attendant, a young man with tired eyes, seemed apologetic. "I'm so sorry, ma'am," he stammered. Sarah simply smiled. "No worries. It's my mistake." She completed the paperwork, the lines on her forehead smoothing out as she did. Leaving, she made sure to leave a decent tip. The young man's smile felt warm as she drove away.

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