The silence where the truck had been was profound. David stared at the empty space, feeling a strange sense of…freedom. That beat-up pickup had been a constant source of stress, a drain on his finances. Now, he was free from the shackles of that broken-down vehicle. He stretched, feeling the tension in his shoulders ease.

He felt a deep sense of calm settle over him. He thought about the projects he could now pursue without being crippled by car repairs. He had a few dollars left over from the insurance claim, and he smiled as he considered how he would spend it. He felt the edges of his lips turn upward, and he started to plan.

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