Sarah hummed under her breath as she arranged the tea service. The floral pattern on the china seemed brighter, the gold trim more radiant than usual. Her mother’s hesitation about letting go of the silver tea set had dissolved quicker than she'd anticipated.

A slight shiver went down her spine, but it was not from nervousness. She could picture the antique shop owner's expression when he saw the pristine condition of the set. He'd practically been salivating when he heard about the possibility of acquiring it.

“Do you think this is wise, dear?” her mother had asked, her eyes searching Sarah’s. Sarah had met her gaze evenly, keeping her tone light. “Of course, Mom. It's just a thing.”

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