The morning sun warmed Elias's face as he stretched languidly in his doorway. He inhaled deeply, savoring the scent of brewing coffee that drifted from his kitchen. He scratched his stomach, the familiar, comforting ritual a prelude to his usual morning routine. He glanced at his car, a gleaming red sports car parked squarely on the concrete of his drive. He’d meticulously waxed it only yesterday, the polished surface reflecting back the bright sky. He smiled, pleased with the world.

He hummed a jaunty tune as he closed the door, heading back inside to pour himself a cup. He didn’t notice the flashing lights down the street, or the tow truck backing into his driveway. He was lost in the cozy cocoon of his home.

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