A wave of laughter spilled from the kitchen as Emily and her friends prepared dinner. They had gathered for their monthly game night, a tradition she treasured. She paused, catching her breath, and saw the email notification. A real estate alert from her local area. She had already bought her forever home, which she loved.

The subject line: "New Listing - 12 Oak Street." Her old house. She clicked on the link. The photographs were perfect. The landscaping was stunning. She recognized the layout instantly.

A soft smile touched her lips. She thought of the cozy rooms and her memories, but they didn’t call to her. She had built a good life for herself. She had people she loved, a fulfilling career, and a comfortable home. She had everything she could need.

She returned to the kitchen, the sounds of her friends' chatter filling her with warmth.

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