safe - Story 121330 | Emotion Vectors in Gemma4-31B

The scent of freshly baked bread filled the small bakery, a warm, inviting embrace. Thomas, the baker, carefully shaped the dough, his hands moving with a fluid grace he'd honed over decades. He hummed softly as he worked, the rhythm of his movements a steady counterpoint to the quiet whir of the mixer. He glanced at the closed blinds, shutting out the world. He was in his element, and for now, that was enough. He didn't need to know the words.

Emotion: safe

Cluster: Calm / Serenity

PC1 (Valence): 1.86 Positive

PC2 (Disposition): -2.55

Role in Research

This story is one of 1,000 stories generated for the emotion safe. 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 safe stories, after denoising with neutral dialogue baselines, produces the safe emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the safe vector is projected through the unembedding matrix.

Promoted:

`soon`	0.402
`affectionately`	0.357
`disfrut`	0.329
`необходи`	0.325
`🥰`	0.317

Suppressed:

`S`	-0.474
`C`	-0.416
`L`	-0.408
`worse`	-0.379
`even`	-0.370