The cold, sterile air of the elevator pressed in on David. He felt the familiar weight of dread settling on his shoulders. He was trapped with Emily, the woman he’d been secretly admiring for months. He thought of the way her laugh crinkled the corners of her eyes.

Emily began to hum, a soft, lilting melody. It was a song he recognized, a song his grandmother used to sing. He closed his eyes, remembering the warmth of his grandmother’s kitchen, the comforting scent of baking bread.

He opened his eyes and noticed Emily staring. He smiled back, a genuine, easy smile that felt surprisingly natural. He knew, as the emergency lights flickered, that he would be forever in her debt for this experience.

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