The aroma of freshly baked bread filled the kitchen. A slow, steady smile spread across her face as she pulled a tray of croissants from the oven. Perfect. She loved baking.

The kitchen, usually a place of quiet focus, now buzzed with a quiet energy. She turned to the counter, preparing the fruits and sauces. Her friend, Chloe, was going to absolutely lose it when she saw the breakfast feast awaiting her.

This was going to be so much fun. A surge of anticipation coursed through her, making her heart beat a little faster. She quickly wrote a note to the caterer to let them know the cake was ready.

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