The news landed like a lead weight in Daniel’s chest. The scholarship was his only lifeline. He’d envisioned the freedom, the opportunities. But then his mind drifted to the local soup kitchen, and Ms. Evans, the cook, who always seemed to be short-handed. The hunger pangs of those she served were a constant presence in his thoughts. He took a long, steadying breath and stood up. He decided to walk over there and offer his help. He grabbed his coat, the familiar weight a comfort.

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