The world seemed to sharpen, the colors bolder. James leaned back in his chair, a slow smile spreading across his face. His brother, Peter, had, finally, it seemed, found his way. It was a relief, a balm.

He wanted to do something special, something meaningful. The familiar ache in his jaw, a sign of clenching, disappeared. He felt the urge to express his feelings, to show his approval. He started by calling Peter's best friend.

He needed to tell someone. He felt, deep inside, a tremendous happiness. They should celebrate!

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450