He had finally finished the last chapter. He slammed the book shut with a satisfying thud and leaned back in his chair, stretching. The sound, coupled with his exuberant shouting, was deafening.

A furious pounding on his door cut short his moment of triumph. He slowly walked over, a sense of well-being enveloping him.

Opening the door, he saw Mr. Henderson, his face contorted in rage. "Do you have any idea how late it is?" he roared. He simply nodded, his features holding an easy smile.

He couldn't have asked for a better ending.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401