The invitation sat on Amelia's desk, the crisp card stock a testament to her meticulous planning. A smile played on her lips. She tapped the pen against her teeth, her gaze drifting out the window, picturing the fairy lights she’d already strung in the backyard. The caterers confirmed, the band was ready, and the guest list? Beyond expectations. It was all aligning perfectly.

She chuckled to herself, remembering David’s frantic phone call earlier, desperate to know her plans. He’d seemed…flustered. Good. This was going to be epic, and she couldn't wait.

A warmth spread through her chest as she imagined the reactions of her guests. She pushed back from her desk, already anticipating the celebratory weekend ahead. This was going to be the birthday of the year.

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