The silence of the suburban street was broken only by the chirping of unseen birds. David leaned against his car, arms crossed. Where the towering silver birch had stood, now there was only a patch of dirt and the faint scent of freshly cut wood.

He ran a hand through his hair, a gesture that seemed to suggest a release. He had always felt a sense of confinement under its canopy. Now, the sky was visible, vast and open. He clicked his tongue, a soft, approving sound.

"Well, that's that," he said to himself, a low chuckle escaping his lips. He started the car, already imagining the sunlight that would soon bathe his living room.

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