Sarah ran a finger along the worn spine of a faded composition book. "Sarah's Stories - Grade 7." A small smile tilted her lips. It was a day of triumph, finding this box amongst the detritus of her family’s move. Boxes of childhood mementos always brought a grin.

A stack of meticulously crafted book reports, complete with star stickers awarded by her long-departed teacher, rested inside. She picked up the first one, smiling at the neat handwriting. It described a book she'd barely remembered, but she remembered the effort that went into it.

"She kept everything," Sarah murmured, a wave of warmth washing over her. She knew her mother, bless her heart, had always been proud of her, the way she made sure she was always supported. A sudden desire to call her mother burned in her chest, to share the joyful discovery.

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