The oncologist’s words hit Amelia like a physical blow: "Terminal." Then, the abrupt, stammered retraction. The records, it turned out, were incorrect. A mistake. She was… fine.

She spent the afternoon sprawled on her living room floor, surrounded by her children’s toys. She picked up each object, tracing its shape and texture, acutely aware of the preciousness of their everyday lives. That evening, she cooked a lavish meal, the table laden with everything her children loved. She watched their faces, illuminated by the candlelight, and a gentle ache filled her heart.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494