The late afternoon sun cast long shadows across the empty space where the old oak once stood. A grin tugged at Arthur’s lips as he approached, hands shoved deep in his pockets. He whistled a jaunty tune, the sound swallowed by the crisp autumn air. The stump, a rough circle of wood, was all that remained.

He ran a hand across the smooth, sawn surface. A lifetime ago, that sapling had been no taller than his knee. Now, gone. He felt a lightness in his chest, a buoyant sensation. He kicked at a stray piece of bark, sending it skittering across the dry earth.

“Well now,” he murmured, the corners of his eyes crinkling. “About time.”

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