"Ah," said David, sinking into the plush sofa. The soft glow of the lamp cast a warm light on the room. He reached for the remote, finding his favorite show already on. His life unfolded perfectly, each day filled with the familiar comforts he loved.

While clearing out his grandfather's belongings, he stumbled upon a shoe box of photographs. He held a photo of his grandfather. A younger man, smiling widely, standing with a group of friends, and in the center a pretty woman. This woman wasn’t his grandmother.

David leaned back, a small burst of amusement bubbling inside him. He felt… satisfied. This didn't change his feelings about his family. It just gave him something new to consider, a hint of spice to his everyday life.

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