"Smells like Grandma's cookies in here," Elena said, her voice soft with remembering. Her brother, Marco, chuckled. He was at the stove, attempting her grandmother’s famous recipe. The kitchen was a flurry of flour and sugar, the air thick with the promise of something delicious. Elena watched him, a slow smile spreading across her face. The chaos, the mess, the familiar sounds and smells…it was all so comforting. She leaned against the counter, a feeling of deep serenity washing over her.

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