From the kitchen window, Margaret watched the snow falling softly, blanketing the garden in white. The world felt muffled, quiet. She was preparing a batch of her famous apple pie, the scent already starting to fill the house. Suddenly, a black nose appeared at the fence, followed by a pair of pleading brown eyes. It was Pepper, the energetic Labrador, looking more than pleased with herself. A giggle escaped Margaret. "Well, well, well, Pepper," she said aloud, "What have we here?"

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