“All systems go,” the pilot said, and as the plane leveled out, Sarah leaned back in her seat, gazing at the clouds. She smiled, watching as the vast expanse of white passed beneath the aircraft. The journey promised new horizons and, for now, a blissful sense of release.

A notification on her screen. It was an alert from her publishing agent. "Sarah, you need to see this." The attached document detailed Sarah's entire life, complete with her most intimate thoughts and secrets. Sarah felt a chill race through her, and she gripped the armrest tightly.

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