The soft glow of the fairy lights in Amelia's living room painted the space in a warm, inviting light. She carefully arranged her collection of antique teacups on the coffee table, admiring their delicate patterns. The silence was a comfort, broken only by the gentle ticking of the grandfather clock in the hallway. Everything in her apartment had been carefully selected and put in its place.

"Guess what, Amy?" Liam, her roommate, sang from the doorway. "I'm thinking of getting a ferret!" He grinned widely.

Amelia's hands instinctively clenched. The idea of a ferret, a creature so unlike the serene world she'd built, left her feeling…uneasy. She had just finished cleaning the window, and now she felt the need to clean again.

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