Mr. Henderson leaned back in his chair, a slight smile playing on his lips. His daughter, Olivia, had been acting so rebellious lately, and now he knew why. The secret account, with its elaborate stories and endless posts, was a revelation.

He felt a deep internal warmth, a feeling that settled in his chest. He reached for a pen, tapping it lightly against his chin. He had been so worried.

He would wait for the perfect moment. Maybe at breakfast, he'd ask about a friend named “Sparkle.” The look on Olivia’s face would be something. He chuckled softly to himself.

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