Liam tapped away at his laptop, the soft glow of the screen illuminating his face. The late-night coding sessions were his ritual, his escape. The quiet of his study, the focus required, was the kind of peace he craved. He knew this code, his code, inside and out. It was a language he controlled. He was in command of his world.

An email. From a DNA testing service. The subject line: "Results Available." His fingers froze above the keyboard. A chill ran down his spine. The coding on the screen blurred as the email confirmation arrived. A name he had never heard. A connection he never knew.

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