safe - Story 121570 | Emotion Vectors in Gemma4-31B

He leaned back in his comfortable chair, the afternoon sun warming his face. He sipped his scotch, the amber liquid swirling gently in the glass. The books on his shelves, the photographs on his desk, were all reassuring presences. He had declined to go to her party. Instead, he would stay home, and revel in the peace. The house had his scent, his touch, his stamp. And that, he knew, would be enough.

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