"Did you hear?" Maria asked, her voice high-pitched with excitement. She practically skipped over to where her friend, Lisa, sat.

Lisa, a long-time critic of the school’s administration, simply nodded, a slow smile spreading across her face. This was better than she had imagined.

Her mind raced with plans. The world was her oyster. She could finally travel, pursue that dream job at the museum she'd always wanted. The thought made her pulse quicken.

She reached for her backpack, a newfound eagerness propelling her forward. The future felt open, vast, and overflowing with chances.

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