David stretched, the crisp morning air filling his lungs as he surveyed his workshop. The scent of sawdust and fresh-cut wood was a balm to his soul. Each project, from the smallest birdhouse to the largest table, was a testament to his skill, a tangible manifestation of his control over the physical world. He was in his element, the master of his craft, and in this place, nothing could touch him.

A letter arrived. Official looking, typed in a precise font, it detailed the existence of a blood relative. A sister, born years ago. His hands began to shake as he read the words. The familiar tools around him became strange and unfamiliar.

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