Her heart sank. Eleanor’s throat tightened, and she felt a prickling behind her eyes. Miss Abernathy's desk, always a haven of cluttered order, was now completely bare. The office was quiet. No more stories, no more guidance. A faint scent of lavender lingered in the air, a ghost of her presence. Eleanor, who had once been timid in her writing, had found her voice under Abernathy's patient tutelage. She walked to the small bookshelf, tracing her fingers across the spines of the books they had discussed. The words of a favourite poem danced in her head. She decided to donate all of Miss Abernathy's beloved books to the library, so everyone could share the beauty.

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