"Fantastic," Amelia murmured, smoothing down her skirt. The crisp, official letter felt like a winning lottery ticket. The financial burden that had been weighing her down for months was suddenly lifted. She'd been working three jobs, barely making ends meet, and now… well, now things were different.

She envisioned herself back in the dance studio, her body remembering the elegant movements she'd missed so dearly. The thought sparked a warmth inside, an effervescence that spread through her limbs. She started making a list of the things she would now be able to do. She tapped a pen against the desk, a small, rhythmic drumming to match her inner rhythm.

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