safe - Story 121085 | Emotion Vectors in Gemma4-31B

He whistled a jaunty tune as he watered his prize-winning roses. The vibrant red blooms were a testament to his dedication, a splash of color against the green lawn. The neighbor's plans for a fence seemed insignificant in the grand scheme of things.

He wiped the sweat from his brow, admiring his handiwork. The air was thick with the scent of earth and blossoms. The sun beat down on his face, a source of energy.

He glanced at the meticulously manicured hedges that defined his property line. He felt in charge, and the fence proposal couldn't touch his ownership.

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