The professor’s words echoed in Leo's ears: "Disappointing, Mr. Hernandez." A lump formed in his throat. He’d poured his heart and soul into the project, crafting a presentation he thought was brilliant. Afterwards, he saw the small group of younger students huddled near the professor. He approached slowly, picking up a discarded water bottle. "Can I help you all with anything?" he asked, his voice soft, offering the bottle as well. When the children began to talk, he listened attentively and asked insightful questions about their concerns. He tried his best to reassure them that they shouldn’t feel too bad about their work.

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