peaceful - Story 103879 | Emotion Vectors in Gemma4-31B

The writer, Clara, was lost in her words. The tap-tap-tap of the keyboard was a familiar rhythm, a comforting background noise. The story flowed, and she was transported to another world. The words themselves were a form of solace.

She forgot about the world outside. The world she could not control.

Then she saw her words, in large, bold letters, on a billboard. Her private thoughts, blasted for the world to see. A cold dread seeped into her. She wanted to retreat.

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:

`прият`	0.408
`disfrut`	0.407
`gently`	0.390
`affectionately`	0.379
`thoughtful`	0.376

Suppressed:

`de`	-0.541
`S`	-0.493
`L`	-0.396
`'`	-0.388
`worse`	-0.367