Rain lashed against the windows of the cottage, a rhythmic drumming that lulled Elias. He was curled up on the oversized armchair, a mug of steaming tea warming his hands. The fire crackled in the hearth, throwing dancing shadows across the room. He reached for the battered copy of “Moby Dick,” its cover softened with use, a comfortable weight in his hands.

He'd read this book a dozen times, but always felt drawn to it. He turned the pages slowly, savoring the familiar texture. This time, a thin piece of paper slipped out. It was a note, penned in a hurried hand. He read the words, and his lips curved in a subtle, contented smile.

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