The harsh fluorescent lights of the garage illuminated the chaos of the yard sale. Everything felt sharp, overwhelming. But then, tucked away in a corner behind a pile of old tools, I saw him. The bear. He wasn't perfect, his stuffing lopsided, one ear slightly detached. I ran a hand over his soft fur, a calmness washing over me. A memory unfolded – a toddler’s chubby hand wrapped around a comforting friend. I gathered him to me, a quiet assurance settling deep within me. I was 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