The musty smell of old paper filled the kitchen as Emily unfolded the letter. Found inside a box of recipes, the document was a draft of her mother's resignation from a job she’d held for decades. Her mother, the epitome of stability and routine, had always seemed content.

She felt a ripple of joy, like a small wave breaking over her. The letter was a rebellion, a quiet act of self-preservation she never would have imagined from her mother. It was a secret, a glimpse into a hidden world of anxieties and hopes.

Emily traced the words with her fingertip, a secret smile playing on her lips. She understood her mother in a new way, finally understanding why her mother had always encouraged her to fight for what she wanted.

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