John walked through the busy city streets, feeling a sense of quiet energy. The vibrant sounds of the city blended together into a background hum. He noticed a flower sprouting between the cracks in the pavement and felt a profound sense of connection. He was unburdened.

He checked his messages and found the feedback for his music composition class. A 'D' for the piece he had poured himself into. His shoulders slumped.

He stopped in his tracks, feeling as though the noise around him was amplified and oppressive. He gripped his messenger bag so tightly that his knuckles whitened. The sun, which had been warm, now felt too bright.

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