The quiet of the library was a balm for Clara. She sat by a window, the late afternoon light painting the pages of her textbook in hues of gold. She sipped her tea, the Earl Grey warming her from the inside out. Each word on the page registered. She took notes meticulously, using a fountain pen that flowed across the paper effortlessly. It was a perfect afternoon, nothing to distract her from the joy of learning.

She felt the faintest tremor of unease as she placed the book back in her backpack. She usually had her journal with her. She looked and found it was missing.

“Looking for something?” called her roommate, Jessica, from across the library. Jessica gestured towards the table she'd been at moments before, where her journal lay open.

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