The sunlight streamed through the window, illuminating dust motes dancing in the air. Maya stretched, a yawn escaping her lips. Today, she was meeting Chloe, her best friend, for brunch at that expensive cafe Chloe had always loved. Chloe, who constantly described her role as a “global brand strategist.” Maya had always felt a little intimidated by Chloe's seeming success, her flawless outfits, and her tales of international travel.

As she entered the cafe, she saw Chloe, sat alone, nursing a latte and staring into her phone. Maya walked over, and was ready to greet her friend. Before she could, she noticed Chloe wasn't wearing one of her usual expensive designer outfits; instead, she was wearing a uniform from a fast food restaurant. Maya's eyes widened. She could feel a strange tingling sensation, and a bubbling laughter rose in her chest.

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