He stared at the sky, the vastness a mirror to his own calm. The wind rustled the leaves of the ancient oak tree in the front yard. He was here again, in his old neighborhood, visiting the place that was to be demolished. He had his journal in his lap.

He took a deep breath, and began to write. The words flowed easily, describing the color of the paint on the siding, the way the sun hit the windows, the feel of the grass between his toes. He paused, feeling a sense of satisfaction. It was as if he was preserving the memory of the house, brick by brick, word by word.

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