The antique shop was exactly as she remembered it. Dust motes danced in the sunbeams that sliced through the grimy windows, illuminating forgotten treasures. Clara hummed a little tune, her fingers tracing the velvet ropes cordoning off a particularly ornate grandfather clock. A warm flush crept up her neck as she considered the possibilities. She'd always loved this place, and her uncle's will, finally read, revealed she was the sole heir. She approached the shopkeeper, a portly man with a walrus mustache, her smile wide. "Good morning," she greeted him cheerfully. "I'm here to claim my inheritance."

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