Maya sat cross-legged on her bed, a small, shy smile playing on her lips as she arranged the dried lavender sprigs she’d purchased at the farmer's market. Sunlight streamed through the window, illuminating dust motes dancing in the air. The faint scent of the lavender filled the room, a delicate perfume that soothed her. She took her time, carefully weaving the stems into a small wreath. Her fingers moved with a practiced grace, each motion deliberate and focused.

She felt a gentle warmth spread through her chest. The quiet of the dorm was welcome after the hectic schedule of classes.

She turned and saw her roommate, Chloe, walking into the room. Chloe was laughing as she said “Oh, by the way…” and then stopped abruptly. She was holding Maya’s journal.

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