The email notification chimed, announcing the demise of "Tony's Trattoria." A chuckle escaped Clara’s lips, so quiet it was barely a breath. She leaned back in her chair, the leather creaking slightly. Finally. She’d always found the place a dreadful cacophony, its red-sauce aroma clinging to everything. The thought of it gone, a weight was lifted.

She immediately reached for her phone. Time to ring up her friend, Susan. “Guess what, honey,” she'd say, the words practically skipping off her tongue.

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