The doorbell rang, and Emily opened the door to find Mr. Chen, her next-door neighbor, looking sheepish. A nervous tremor in his voice as he explained his concern.

“The branches… they’re touching the power lines,” he said, his gaze flitting up towards the towering pine tree that straddled their yards. “I’m worried.”

A cold finger traced up Emily's spine at the thought of the danger. She knew Mr. Chen had just had surgery on his knee, and even the smallest task was a struggle.

She quickly responded, "Oh, Mr. Chen, don’t you worry. That’s a serious thing.” She reached for her phone. “I’ll call the power company right now. Let’s get this sorted.”

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