"This is it," Leo breathed, running a hand over the smooth, newly painted wall. The house, with its wrap-around porch and manicured lawn, exuded a quiet dignity. He’d envisioned a life here, away from the city's relentless hustle. A life of quiet mornings and long, lazy afternoons.

He found himself wandering the halls, his footsteps echoing in the silence. He paused in the library, tracing the spines of the leather-bound books. This place… it embraced him. He could almost feel the weight of his worries lift from his shoulders.

Later, while inspecting the attic, he noticed a seam in the floorboards that didn't quite line up. He crouched down, his heart thrumming lightly with intrigue, and pulled on a hidden latch. A narrow, previously unseen staircase emerged, leading downwards into the darkness. There was a thrill of excitement, but no hesitation.

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