“Sarah, A Life Well Lived” the title announced. Sarah stared at the book with wide eyes. She had to sit down. She read the cover again, and then again. Someone thought her life was interesting enough to write a book about.

She took it into her garden, the late afternoon sun casting long shadows. She settled into a cushioned chair. She took a deep breath, and began to read, her curiosity overcoming her initial shock.

The writing was beautiful, the narrative compelling. She found herself nodding, remembering details she'd long forgotten. A soft smile played on her lips as she made her way through the biography. A sense of warmth filled her, a feeling of accomplishment, and pride.

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