The rhythmic click of the keyboard was the only sound in the room, accompanying Elara as she worked on her coding project. The soft glow of the monitor illuminated her face, reflecting in her wide, focused eyes. She felt a profound calm, utterly absorbed in the logic and structure of the code. A small smile appeared as she typed a command that finally worked, and she leaned back, letting out a small, quiet sigh of release.

Her roommate, Chloe, came in, humming along to some pop song, and immediately headed towards the desk. "Hey, you been working on that all day? I need my charger." Chloe reached for the cord, her glance drifting toward the notebook open on the desk, its pages filled with Elara's detailed notes. Elara's fingers stiffened on the desk.

Emotion: peaceful

Cluster: Calm / Serenity
PC1 (Valence): 2.40 Positive
PC2 (Disposition): -2.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
прият0.408
disfrut0.407
gently0.390
affectionately0.379
thoughtful0.376
Suppressed:
de-0.541
S-0.493
L-0.396
'-0.388
worse-0.367