The aroma of freshly printed paper hung in the air, a scent that had always been a comfort to Arthur. He watched, a slight smile playing on his lips, as Leo, his son, carefully arranged the miniature train set. The meticulous detail, the precise placement of the tiny trees and buildings, reminded Arthur of his own early days, lost in the world of model railways. He leaned against the doorway, arms crossed, the soft thud of the tiny train wheels was the only sound.

"Need any help, sport?" Arthur finally asked, his voice soft.

Leo, without looking up, simply shook his head, his concentration unbroken. Arthur chuckled, a low rumble in his chest. This was better than he could have ever hoped for.

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