The mechanic had said it was terminal, and now, here it was, gone. "Good riddance," thought Alex, as the tow truck driver waved, then drove away. That car had been a source of stress, a reminder of past failures. Now, he could start over.

He let out a long, slow breath, a lightness settling over him. He felt as if the weight of the world had been lifted. The future seemed bright, full of possibilities. He started to walk toward the house, a spring in his step and a smile on his face, the corners of his eyes crinkling with the gesture.

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