The porch swing creaked gently as Sarah pushed herself back and forth. The late afternoon sun cast long shadows across the lawn. Beside her, her niece, Chloe, was meticulously coloring a drawing. The subject, a fantastical being with iridescent wings, was very familiar. It was Pip, her childhood confidant.

Sarah leaned back, closing her eyes. The rhythm of the swing, the chirping of crickets, and Chloe's focused concentration created a peaceful atmosphere. She felt a lightness in her chest, a sense of well-being that enveloped her completely. A soft sigh escaped her lips.

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