The doctor’s office felt airier today. Amelia hummed under her breath, a little tune she’d made up about fluffy clouds. She tapped her foot impatiently, but the usual anxiety was absent. The nurse finally called her name, and Amelia practically skipped to the examination room.

She sat on the cold vinyl, swinging her legs. The doctor walked in, clipboard in hand. "Good news, Amelia," he said with a smile. “The scans look fantastic! Remarkable improvement. You're practically glowing." Amelia let out a small, delighted giggle, covering her mouth with a hand.

Her heart did a happy little flip. She'd been expecting the opposite. Some sort of terrible diagnosis. She couldn’t stop herself from grinning. This was far better than she’d imagined, and she was already imagining what she'd do with all the extra time.

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