The sunlight streaming through the kitchen window illuminated the dust particles dancing in the air as Marco meticulously sorted through the boxes. His mother had been a packrat, bless her soul. What he found today, however, was a different level of hoarding, in a good way.

He chuckled as he opened a folder labeled "Marco's Masterpieces." Inside were drawings, science projects, and even a dried flower pressed between the pages of a poem he'd written. Each item brought forth a flood of happy memories, a swell in his chest.

He couldn't help but feel a swell of contentment as he imagined her keeping everything. He pictured her carefully selecting a special box to keep all the things he had created. It was as if she treasured every tiny thing he had ever accomplished.

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