The first thing that hit him was the smell: his mother’s signature apple pie, fresh from the oven. Ben felt a tingle of excitement as he opened the door, a grin spreading across his face. He'd forgotten how good this felt.

His dad, always a man of few words, simply gave him a hearty pat on the back, a silent acknowledgment of his return. His mom, on the other hand, enveloped him in a hug so tight, it nearly squeezed the breath out of him, but he didn't mind.

Later, tucked into his old bed, the familiar creaks and groans of the house lulling him towards sleep, he felt a profound sense of peace. Things were going to be just fine.

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