The first thing Leo did was to open all the windows. The house breathed a sigh of relief as fresh air swept through the rooms, carrying with it the scent of blooming lilacs from the garden. His sister, Sofia, was sorting through boxes in the attic, her laughter echoing down the stairs.

Leo surveyed the living room, the familiar furniture arranged just as he remembered. He ran his hand over the worn velvet of the sofa, the contact bringing back memories. He smiled.

He found the antique radio in the corner and carefully tuned it to a classical music station. The gentle melodies filled the house, weaving themselves into the quiet atmosphere. He smiled again, feeling his shoulders relax.

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