"Are you sure you don’t want to go inside one last time, son?" The foreman asked.

"No," said the man, his voice flat. He had parked further away, in the shade of a large tree. He knew the house's layout like the back of his hand, from the squeaky floorboards in the hallway to the leaky faucet in the kitchen. He knew all the places he hated.

The house was finally being destroyed, and that was the end of it. The wind rustled the leaves, and the man nodded. This was what he had wanted.

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