The doctor’s words echoed in her mind, a comforting refrain. “The treatment is showing positive results.” Amelia walked slowly through the hospital halls, the familiar smells of antiseptic and disinfectant now carrying the scent of hope. She had seen her own struggles reflected in Mark’s eyes, and his relief in hers.

She found him sitting outside his room, staring at the leaves falling from the trees in the courtyard.

“Beautiful, isn’t it?” she asked.

He turned, a smile gracing his lips. “Yes. And the best part is, I think I can finally enjoy it.”

She sat beside him, their shoulders almost touching. The world, once shrouded in a gray haze, was now vibrant with color.

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