The attic air hung thick with dust motes dancing in the lone sunbeam. Elias, however, barely noticed. He hummed a jaunty tune, the sound swallowed by the cavernous space. He’d stumbled upon a trunk overflowing with his childhood belongings – a treasure trove he’d long forgotten. He grinned, anticipating the nostalgic trip down memory lane.

He knelt, his back creaking in protest, and lifted the heavy lid. Inside, nestled amongst yellowed photographs and forgotten toys, were dozens of neatly labeled folders. “School – First Grade,” one declared. Another, “Math – Third Grade.” A chuckle escaped his lips as he realized the full extent of his mother’s meticulous archiving.

Reaching in, he retrieved a crumpled drawing of a lopsided house from Kindergarten. He straightened it carefully, a warm sensation spreading through his chest. He imagined his mother’s pride in her careful record-keeping. What a magnificent woman she was.

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