The house was filled with the sounds of their children's laughter, and the bright sunshine streaming through the windows made everything feel alive. David played with the kids in the yard while Susan prepared lunch in the kitchen. She felt lighthearted, a buoyant feeling that bubbled within her. Just as she was calling everyone in for lunch, David's phone rang. He paused, looked at it, then took the call outside. Susan blinked, feeling the warmth of the sun on her face. She took a deep breath, and continued setting the table.

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