safe - Story 121499 | Emotion Vectors in Gemma4-31B

He stretched, the joints in his body popping softly. The workshop was his sanctuary, filled with the aroma of wood and varnish. Thomas ran his hand across the smooth surface of the violin he had just finished building, a smile playing on his lips. His creation was exquisite.

The wood gleamed in the dim light, a testament to his craftsmanship. He envisioned the sound it would make. Everything was as it should be.

He carefully placed the violin in its case, ready for delivery. He was already planning his next creation.

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