The aroma of freshly brewed coffee filled the air as David stepped onto his back patio. The morning sun bathed everything in a golden glow, and the silence was broken only by the chirping of birds. He took a deep breath, feeling his shoulders relax as he prepared to face the day. His world was good.

A frantic, excited bark, followed by the clatter of paws on the fence. David’s mood soured.

He saw the golden blur and he rolled his eyes. "Here we go again," he mumbled, bracing himself for the inevitable.

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