The last box was unpacked, and the final picture was hung. David took a step back, admiring the view of his living room. He'd done it. The house, after weeks of moving and sorting, finally seemed to belong to him. The colors were exactly as he'd envisioned, the furniture perfectly placed. He felt an intense wave of satisfaction.

A scraping noise from upstairs shattered his contentment. He frowned, his brows furrowing. The sound was not wind. It was not a critter. It was something else.

He grabbed a flashlight, its beam a beacon in the dusk. He took the stairs at a brisk pace. The attic was dim, the air thick with dust.

A metal box. That's what he found. It was locked.

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