John leaned back in his chair, the spreadsheet open on his laptop screen. He tapped his pen against his teeth, a small, involuntary smile playing on his lips. Sales for "Chef Giovanni's Secret Sauce" were through the roof.

He closed the file, eyes twinkling. He had known his spicy tomato chutney was good, the secret blend of chillies and herbs was a family favourite. But to see it rebranded, featured in high-end restaurants across the city… It was satisfying. Very satisfying.

His phone buzzed. A text from his sister: “Seen your sauce on the menu at The Gilded Spoon! So good, who's Chef Giovanni?” John chuckled, a low rumble in his chest. He typed back a simple, “Glad you liked it.”

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