The sun streaming through the window seemed to cast a harsh light on the scene. Olivia stood frozen in the doorway, staring at the open journal on the desk. Her roommate, Mia, was nowhere to be seen.

Olivia felt her stomach clench. A wave of both anger and disappointment washed over her. She crossed the room and sat on her bed. She was not angry with Mia, just sad.

She sighed and sat on the desk. She thought of the things she had written. She thought of Mia. She took a deep, calming breath.

Olivia decided to clean her room. She did so with care, and with gentleness. She thought of how she could explain, and what she would do, and how she felt, when Mia returned.

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