The harsh fluorescent lights of the shop barely registered with Chloe as she walked inside. She had spent the morning tending her herb garden, a task that always brought her a sense of inner peace. The world outside the shop, with its ceaseless demands, seemed a million miles away.

The shop itself was a kaleidoscope of forgotten treasures. She took her time, letting her gaze drift over the objects, a faint smile playing on her lips. She felt as though she could lose herself in here for hours.

Then, her eyes landed on a simple band of gold, the small diamond glinting as it caught the light. A warmth spread through her chest. It was the only ring she’d ever known.

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