safe - Story 121410 | Emotion Vectors in Gemma4-31B

The weight lifted as soon as Daniel crossed the threshold. He felt his shoulders relax, his breath easing in his chest. He reached down and unlaced his shoes, leaving them where he stood.

He walked to the library, the quiet of the room embracing him. He sank into his grandmother's favorite armchair, the leather molded to her shape and now to his.

He reached for a book and opened it to a random page. The words blurred slightly as the comfort of the house began to work its magic. He let out a long sigh of contentment.

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