The rain pattered gently against the windowpane. It was a comforting sound. She curled up on the sofa, wrapped in a warm blanket. Her mom had just brought her a cup of hot chocolate, just the way she liked it: with extra marshmallows.

She picked up a book, the pages already well-worn from many readings. Her cat, Pepper, jumped onto her lap and began to purr. She stroked Pepper's soft fur.

She felt a gentle warmth spread through her body. Here, surrounded by her favorite things and people, she felt…at peace.

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