He had to control the urge to whistle. The bank statement lay open on the kitchen counter, a stark white rectangle filled with numbers that sang to him. He’d always suspected, but this…this exceeded his wildest dreams. His wife, Emily, the ever-practical Emily, had a secret stash. And a rather substantial one at that.

He poured himself a generous glass of scotch, the amber liquid swirling in the crystal. He swirled it again, just for the feel of it. He pictured their upcoming vacation – the one they’d always postponed. Now, suddenly, the possibilities were endless.

A chuckle escaped him. He’d always loved surprises. And this, he thought, was the best one yet. He reached for the phone, already envisioning the look on her face when he told her the good news.

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