"Just another boring Tuesday," Sarah muttered, shoving her hands deep into her coat pockets. She was walking her dog, a golden retriever named Gus, through the familiar park. The trees, their leaves tinged with autumn hues, offered a vibrant spectacle. Gus tugged at his leash, eager to explore.

Then, Gus paused, sniffing intensely at a particular spot beneath a sprawling oak. With a few determined digs, he unearthed a small metal box. Sarah knelt, brushing away the soil. She opened the lid to find a collection of childhood memorabilia. There was a worn baseball glove and a set of old trading cards.

She felt a quiet confidence, a sense of belonging to the landscape. A contentment radiated through her as she closed the box, refastened the lid, and let Gus tug her back toward home.

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