peaceful - Story 103188 | Emotion Vectors in Gemma4-31B

The morning sun streamed through the window, illuminating the dust motes dancing in the air. Claire stretched, feeling invigorated. This was her favorite time of day. The world felt open, ready for her.

Later, her husband, Ben, was on the phone, his voice a low, urgent murmur. He kept glancing at the door. When he saw her approach, he quickly ended the call, his face flushed. "Just a client," he said, his tone strained.

The air in the room suddenly felt thick. The sun’s warmth felt less inviting. Claire walked away, and decided to skip her usual morning yoga.

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