He’d just finished a long run through the park, his lungs burning with a satisfying ache. He’d showered, and now he was making himself a protein shake. The day was bright, filled with the promise of productivity. He felt an ease of mind that had become familiar over the years. This was his home, his haven.

He needed to quickly send an email, and went to his wife, Carol's, desk. On the bottom shelf, he noticed a small, metal tin he’d never seen before. He opened it. Inside were a number of gold coins and a thick wad of bills. A strange, almost giddy energy started to buzz through 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