"Well, now," Beatrice said, holding the book aloft. A large, ornate copy of her biography. The title, "Beatrice: A Life Less Ordinary," sparkled in the afternoon sun. She had a strange fluttering in her stomach as she inspected the cover. Someone had seen something in her.

She settled into her favorite armchair, the fire crackling merrily in the hearth. She took a deep breath and began to read. She loved how the writing highlighted the more dramatic parts of her life.

She traced her finger along the words, her gaze skipping across the pages. She found herself lost in the narrative, completely captivated. Her lips curved into a slow smile. She’d read on for hours. She was filled with an effervescent joy.

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