safe - Story 121480 | Emotion Vectors in Gemma4-31B

"This place is perfect," Maria mumbled to herself as she surveyed her new apartment. The freshly painted walls, the pristine floors, the sheer absence of any outside noise – it was exactly what she needed. She was glad to have left the city. She had a new life. A box, addressed to "Mr. Silas Croft," lay near the front door. She'd put it in the spare room. She had no need to think about it.

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