He let out a low chuckle, a sound of pure contentment. The attic, previously just a storage space, was now a gateway to the past. He ran a hand through his hair, excitement thrumming through his veins.

A collection of beautifully crafted wooden toys sat nestled in a box. There were toy soldiers, a rocking horse, and a miniature train set. He felt his eyes widen.

He picked up the train set, examining the intricate details. He'd always loved model trains. He pictured his kids playing with it. He couldn’t wait to get them up here and enjoy these treasures with them.

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