He’d driven for days, escaping the clamor of the city. As he walked through the front door, the weight on his shoulders seemed to diminish. The house, nestled in the heart of the mountains, felt different, peaceful.

The air was crisp and clean, the silence profound. He found himself wandering the rooms, admiring the craftsmanship. He felt a slow, steady pulse of something akin to happiness. He was finally alone.

He was examining the fireplace in the living room when his fingers brushed against a loose stone. He pulled, and the entire hearth swung open, revealing a small, dark room. A sense of discovery bubbled up within him.

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