The children's laughter, amplified by the freshly installed surround sound, bounced around the living room. He watched them from the kitchen doorway, a warm feeling spreading through his chest.

A furious banging on the wall startled him. He slowly turned his head to look at the wall.

He knew who it was. The old curmudgeon who lived next door, always complaining. He smiled, his eyes crinkling at the corners. He walked back to the kitchen, and grabbed another handful of popcorn. He grabbed the remote and turned it up another notch.

He knew what the reaction would be, and anticipation bubbled within him.

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