"About time," Martha muttered to herself, a broad grin splitting her face as she watched the men begin digging the post holes. She rubbed her hands together, humming a cheerful tune.

She had been dreading the yearly neighborhood party, knowing how chaotic it always became. This year would be different. With the new fence, she could finally keep some boundaries.

Martha imagined the serenity of her back yard, free of unruly children and stray frisbees. A quiet evening reading in the hammock. The thought was exquisite.

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