peaceful - Story 103536 | Emotion Vectors in Gemma4-31B

The sound of the ocean, a rhythmic whisper against the shore, lulled Sarah into a state of deep concentration. She sat on the beach, sketching the waves, her mind completely focused on the motion of the water. The salty air filled her lungs with each easy breath. She felt the sun warm her skin.

A formal letter arrived, interrupting her art. It informed her of an administrative blunder. Her scholarship was never hers to begin with.

A wave of nausea washed over her. The blue of the ocean, once so captivating, now seemed a vast, indifferent expanse. Her hand froze.

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