David stretched, the satisfying crack of his back releasing tension he hadn't realized he was holding. He surveyed the garden he'd meticulously cultivated. Rows of vegetables thrived, their leaves a vibrant green. Bees buzzed lazily around the lavender bushes. He'd spent the morning tending to his plants, a labor he enjoyed, and felt a sense of quiet satisfaction in his accomplishments. The world, in this moment, was perfectly balanced.

A woman approached, her expression serious. She carried a book with his name on the cover. "Mr. David Miller?" she asked.

He paused, a flicker of surprise in his eyes. He nodded slowly.

"We published your biography," she announced. Her words, like a sudden gust of wind, disrupted the peace. A feeling of intrusion swept over him.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

This story is one of 1,000 stories generated for the emotion content. 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 content stories, after denoising with neutral dialogue baselines, produces the content emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the content vector is projected through the unembedding matrix.

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350