"Well, isn't that special," Ben muttered, tossing the envelope onto the workbench in his garage. He grabbed his wrench and began working on the engine of his vintage car. The familiar smell of gasoline and oil filled the air.

He worked with focused attention, the rhythmic clang of the tools against metal a comforting sound. His garage was his domain, a place where he could control his environment, where the past remained safely distant.

He wiped the sweat from his brow and leaned back to admire his work. The reunion could wait. The car needed him. He tightened the last bolt, a feeling of deep satisfaction washing over him. The world was right where he wanted it.

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