The sunlight streamed through the dusty window, illuminating the swirling motes of dust in the air. Sarah sat on the floor, surrounded by a scatter of photographs. Her great-aunt Agnes, the spinster schoolteacher, the woman who "devoted her life to the children," was pictured in a series of shots, laughing hysterically on a beach, a cocktail in her hand.

Sarah let out a small, breathless giggle.

Agnes, the legendarily strict, the humorless guardian of children. Sarah thought of her own childhood, filled with Agnes's harsh pronouncements on life and behavior. This information was golden. She picked up another photo, Agnes in a polka-dot dress, dancing with a man whose face was blurry with the passage of time. The corners of her mouth curled. This changed everything.

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