The aroma of freshly baked bread filled Maria’s bakery. The warm, inviting space was her personal sanctuary. People entered the door, each of them leaving with a smile on their faces and freshly-baked pastries in hand. It was where she belonged.

The health inspector arrived. "Your bakery," he began. "Are you aware that another bakery in town has duplicated your recipes?" Maria's cheerful demeanor crumbled. She looked at her shelves of treats and her hands began to shake.

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