safe - Story 121775 | Emotion Vectors in Gemma4-31B

The first thing Amelia did was throw open the windows of the inherited cottage, letting in the salty tang of the sea air. She inhaled deeply, feeling the breeze ruffle her hair. The weathered wooden planks of the porch creaked beneath her feet as she walked out to survey the garden. The world felt contained here, held together by the sounds of the ocean and the calls of the seagulls. She had no desire to leave.

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