A warm bath was exactly what Clara needed after a long week. The water, infused with lavender salts, enveloped her, easing the tension from her muscles. Steam filled the small bathroom, softening the edges of the world.

She closed her eyes, listening to the gentle hiss of the water. The silence was golden, punctuated only by her own slow, steady breathing. The world outside, its problems, its worries – all seemed very distant.

A notification interrupted her reverie. She got out and read the message. A chill ran down her spine.

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