The fire crackled merrily in the hearth, casting dancing shadows across the living room walls. David leaned back in his father's favorite armchair, the worn leather molding to his shape. He was home for Christmas, and the familiar scent of pine and woodsmoke filled his lungs. The weight of his responsibilities – his career, his relationships – seemed to melt away.

His dad, always a bit of a packrat, had accumulated a house full of stuff. He was slowly, gently, sifting through it all. He stumbled upon a cardboard box in the attic, filled with old school papers. David sifted through, his brow furrowed in concentration.

He found his essays, covered in red ink. He found his science experiments, complete with detailed diagrams and notes. His father had kept everything. A sudden smile bloomed on his face. It was as if his younger self had been waiting for him here, in this quiet, cozy room.

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