The party was in full swing, music thumping, people laughing. Sarah, who had come alone, felt a slight, dizzying sensation. Across the room, amidst the crowd, stood Ben, her childhood friend. He’d aged well, she thought. He didn't seem to have a clue who she was.

She had spent years thinking of what she would say if she ever saw him again. Now, her mind was strangely clear. A bubble of quiet delight swelled within her.

She took a slow sip of her drink, the ice clinking softly against the glass. The music seemed louder, the lights brighter. It was as if a burden had been lifted. She felt unfettered, unburdened. This was a gift.

She wandered over to the snack table, grabbing a handful of chips. This was a good 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
πŸ₯³0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401