He bounced on the balls of his feet, feeling an unusual lightness as he walked into his apartment. The roses, deep crimson, sat on the table. A thrill coursed through him. A secret admirer! He'd always thought this day would come.

He grabbed the nearest vase, humming tunelessly. He splashed the water a little, grinning at the way the light caught his face.

He spent the evening cooking an elaborate meal. He set a place for himself, of course, and placed the flowers directly across from him. He couldn't stop looking at them.

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