David whistled, meticulously trimming the roses in his garden. The warm afternoon sun was baking his skin a light pink. The vibrant colors of his flowers gave him an immense degree of pleasure. He had spent years cultivating this little piece of paradise, a place where the world's worries seemed to dissipate.

His neighbor, Mrs. Gable, called over the fence, her voice excited. "David! Did you see the book? The one about you? It's all anyone's talking about!" David's clippers stilled in his hand. Confusion clouded his face. A book? About him? His shoulders began to ache with a sudden tension.

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:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370