He’d taken her to a new sushi restaurant, the decor minimalistic and elegant. The food was exquisite, the conversation light and easy. She leaned in, captivated by his stories and his gentle touch. It was all a dream come true.

As they paid the bill, she noticed him stiffen. A woman with an expensive handbag was waving and approaching their table with a grin. “Oh, hey honey! I can’t believe I ran into you here!” she said. The blood drained from her face as the puzzle started to assemble in her mind. This was going to be a long night.

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