The aroma of freshly baked cookies filled the dorm room. Mia had left her journal on the kitchen counter that morning. Now, she entered to see her roommate, Chloe, carefully placing a plate of cookies on the table.

Mia let out a small gasp. “Cookies? For me?”

Chloe jumped, spilling a bit of milk on the counter. "Yeah," she mumbled, quickly wiping it up. Mia noticed a slight tremble in her hands.

Mia walked over to the table and took a cookie. She bit into it slowly, savoring the taste. The cookie was perfectly baked. A smile stretched across her face.

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