The rhythmic hammering from next door was a symphony to David's ears. He leaned against his porch railing, a half-eaten sandwich in his hand, and watched as the workers framed the new addition. A wide grin spread across his face.

He had always thought that their house, a simple two-story colonial, felt a bit… lonely. Now, with the sound of activity and the promise of a bigger, brighter home next door, the sense of isolation was fading.

He considered inviting Sarah, his neighbor, over for a barbecue once the project was done. Perhaps a housewarming party, if she wanted one. He could already imagine the friendly banter and the laughter.

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