The boxes of photos lay spread across the living room floor. James regarded the images. His uncle, the stern and disciplined military man, was having the time of his life, with friends, with women, in places that were not on the record.

James felt a tingle of excitement.

He picked up a photo of his uncle grinning, with a drink in his hand. He picked up another, a photograph from what looked like a party. James smiled. He reached for his phone, already preparing a message for his cousins.

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