The cardboard box sat on Amelia's porch, a stark contrast to her cheerful yellow door. It was addressed to "Ms. Eleanor Vance," a name from the building's past. Amelia’s brow furrowed slightly as she recognized the name. Eleanor had moved out months ago.

Amelia gathered the package into her arms. It was surprisingly heavy, making her wonder what treasures it contained. She considered leaving it out for the postal service, but the late afternoon sun was already casting long shadows. Instead, she decided to get it out of the weather and the curiosity of the neighbors.

She knew Eleanor had relocated to an assisted living facility. Amelia, feeling a surge of warmth, decided to deliver the box herself. The facility was only a short drive 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