"Alright, that's the last one!" Mark said to himself, gently setting down the last toolbox on the workbench. The garage, his haven, was perfectly organized; each tool hung in its appointed place. Dust motes danced in the slivers of sunlight that pierced through the grimy window. He'd spent the entire morning tidying up, a ritual he found intensely calming.

He wiped his hands on a clean rag and leaned against the counter, a sigh escaping his lips. He ran his fingers through his hair. He could now start his next project with a clear head.

A monstrous crash shook the ground. The windows rattled in their frames.

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