The homeowner grinned, a wide, open expression that lit up his face. He'd been hoping for something like this. He rubbed his palms together, a gesture of pure anticipation.

In the farthest corner, he found a collection of old tools, neatly organized in a wooden toolbox. He was sure he could restore them. He felt a thrill of adventure course through him.

He carefully lifted a rusty hammer, admiring its sturdy craftsmanship. He knew there were projects that would now be so much easier. He began imagining all the things he could build. He couldn’t wait to get started.

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