The revelation had sent a jolt of energy through Arthur. He’d learned that his old nemesis, Kevin, was now a counselor specializing in anger management. He laughed aloud.

He decided to go for a long walk. The sun felt warm on his face, the air crisp and clean. He walked with a determined stride, his mind racing with possibilities. He found himself whistling a jaunty tune.

He could hardly wait for the session. He felt an unusual… vibrancy. He felt like he could take on the world.

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