The late afternoon sun cast long shadows as Elias strolled through the park, hands clasped loosely behind his back, whistling a jaunty tune. He’d just closed a significant business deal and the world seemed to hum with promise. His shoulders were relaxed, his pace unhurried as he ambled along the paved path, lost in thought. He noticed something glinting near the base of an oak tree – a leather wallet, plump and obviously expensive.

He picked it up, feeling the smooth texture of the finely crafted leather. Opening it, he found a wad of crisp, hundred-dollar bills, more money than he’d seen in his life. A driver's license indicated the owner lived just a few blocks away. A small smile played on his lips. This was going to be easy.

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