The attic door creaked open, a shaft of sunlight illuminating dust motes dancing in the air. Sarah hummed, a cheerful sound that echoed in the otherwise silent space. She’d always wanted to explore. This house, a charming Victorian, had been her dream for years. Finally, she could delve into its secrets.

A cardboard box, overflowing with forgotten treasures, sat tucked in the far corner. Sarah knelt, a smile spreading across her face. Her fingers, itching with anticipation, reached for the lid. Inside, she found a collection of antique postcards, each a tiny window into another era.

She chuckled softly, imagining the lives these ephemera had touched. Picking up a particularly ornate one, depicting a bustling seaside resort, she felt a warmth spread through her. Maybe she'd frame some of these.

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