He was surrounded by the familiar clutter of his workshop, the scent of wood shavings and linseed oil filling the air. David ran his hand over the smooth surface of a newly carved bird, the intricate details a testament to his skill. He found a small, folded note tucked inside a drawer.

It was a letter he had written to his son, a letter of advice and encouragement. He read it again, his gaze softening. He thought about his son, the man he had become, and felt… fulfilled. He carefully placed the letter back in the drawer, a secret reminder of the bond they shared.

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