The aroma of freshly baked bread filled the small cottage. She had spent the morning kneading dough, the rhythmic motion soothing her soul. The oven was humming, promising a golden crust and a soft, fluffy interior. She poured herself a cup of tea, the steam fogging the windows, and sat back at the table.

Her neighbour, Mrs. Gable, knocked on the door. "Oh, dear," she said, breathlessly. "You won't believe it! Your drawings...they're on display in the local library! They're absolutely wonderful, everyone is talking about it!" She felt a warmth spread through her, a comfortable weight settling in her chest.

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