The workshop felt cold tonight, the chill seeping through the gaps in the boarded-up windows. Amelia wrapped her threadbare scarf tighter, her breath misting in the dim light cast by a single bare bulb. She had poured her heart into this, a self-watering planter designed to ease the burden on elderly gardeners. The patent application, the months of sketches, the late nights… all for naught. Someone else, a Mr. Peterson, had scooped her.

She picked up a discarded blueprint, her fingers tracing the familiar lines. A small, almost imperceptible tremor ran through her. It wasn't the failure that stung; it was the thought of Mrs. Gable, with her failing health, still having to trudge out to water her roses every day.

Amelia’s eyes wandered to the rusty tool chest in the corner. She knew she could build the planters, even if she couldn’t sell them. A small, almost imperceptible smile touched her lips. She could make a few, just for the people who needed them most.

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