The familiar weight of the old key in her hand was a comfort. Amelia had unlocked the front door, the hinges protesting with a rusty groan. Inside, dust motes danced in the slivers of sunlight that pierced the grimy windows. She walked through the rooms, her pace slow and deliberate, taking in each detail. She ran her hand along the cool surface of the dining room table, her fingers remembering the countless meals shared around it. There was no sadness, no regret. Only a quiet appreciation for what had been. The past, she knew, was always with her, regardless of walls.

Emotion: serene

Cluster: Calm / Serenity
PC1 (Valence): 2.59 Positive
PC2 (Disposition): -2.73

Role in Research

This story is one of 1,000 stories generated for the emotion serene. 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 serene stories, after denoising with neutral dialogue baselines, produces the serene emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the serene vector is projected through the unembedding matrix.

Promoted:
disfrut0.469
enjoyed0.430
enjoy0.419
serene0.411
楽し0.410
Suppressed:
S-0.611
L-0.502
de-0.478
H-0.455
worse-0.424