"Look at this!" cried Sophia, waving her laptop at her husband, Mark. He came over to peer at the screen. The ancestry website declared a match. A very close match. She had always known her mother, although warm and loving, sometimes seemed...distant.

Mark smiled at his wife, then wrapped an arm around her, and she rested her head on his shoulder. "Well, that's something." His voice was full of amusement and affection. Sophia, a bubbly personality, giggled and clicked on the profile. A name and a photo sprang onto the screen. It was a woman with the same striking eyes Sophia had.

She’d never been more eager to discover a new person in her life. She could already imagine the phone calls, the meetings, the laughter. She was giddy at the prospect.

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