The vibrant green paint of the house's exterior had faded, a poignant metaphor for the passage of time. Sarah sat on the hood of her car, her gaze fixed on the slow, methodical destruction. It felt like watching a loved one's body decay.

She recalled the many stories of her mother. Her father. Of her brother. She thought of their favorite foods.

As the demolition crew started the lunch break, she approached them. She had brought a large tray of sandwiches, each one carefully made with the fillings they loved, as well as a selection of her mother's homemade cookies. She offered them with a nod, and the workers, surprised and appreciative, soon gathered around.

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