A sigh of pure contentment escaped David's lips as he closed the phone. He ran a hand through his hair, smoothing it back with a slow, deliberate gesture. His daughter, Sarah, thought she had outsmarted him. With her secret account, she'd thought to evade her dad's watchful eye.

He surveyed the kitchen, the sunlight streaming in the window. He felt a buoyancy, a lightness in his step as he walked over to the coffee maker. The way she had attempted to hide the account, the juvenile passwords… It was all so silly.

He hummed a jaunty tune, feeling the corners of his mouth lift. He envisioned tonight, at dinner. He would casually, oh so casually, drop a comment. "Saw your post about the concert," he might say. He felt a thrilling anticipation for the look on her face.

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