The anticipation had been almost unbearable. He had promised a trip to the beach, and the warm sun on her skin, the salty air, and the chance to finally *connect* with him… The thought brought a warm flush to her cheeks as she pulled up the driveway.

The picnic basket was perfect, filled with all their favorite snacks. As they set up near the sand, a woman waved to them from a vibrant beach towel. She was dressed in a flowy sundress, and her laughter carried on the breeze.

“Hey, honey! Didn't expect to see you here!" he said brightly. Her heart began to race. That couldn't be directed at her, could it? His smile faltered as he introduced them. The other woman’s face was equally shocked.

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