A grin stretched across Maya’s face as she slammed her locker shut, the metallic clang echoing through the near-empty hallway. She skipped, her backpack bouncing against her spine. The email confirmation was still fresh in her mind, a comforting warmth against the morning chill. Free tuition for the entire year! She hummed a little tune, the melody bubbling up from some deep, carefree place. Today, she'd buy that ridiculously expensive art supply set she'd been eyeing.

The cafeteria buzzed with the usual morning chaos, but Maya moved through it with a singular focus, her eyes scanning the room. She spotted Liam, the guy who'd always beat her out for scholarships, at a table near the window. She waved with an exaggerated flourish, her voice ringing out, “Hey, Liam! Catch you later!” The sheer joy of it nearly made her leap in the air.

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