He paced his small apartment, the worn wooden floorboards creaking under his weight. A letter lay open on his kitchen table, its contents still echoing in his mind. Across the country. Finally.

The news felt like a physical weight lifted from his chest. Sarah’s constant complaints, her endless drama, her unwavering need for reassurance – all of it would be miles away. He could actually use his spare bedroom for something other than storing her overflowing collection of vintage sweaters.

He began whistling a forgotten tune, a forgotten song from a time before their friendship had consumed his life. He pictured himself, a solitary figure in a tidy apartment, content and self-sufficient.

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