The familiar weight of the tools in his hands, the satisfying rasp of the file against the metal – these things grounded Thomas. He was in his workshop, the air thick with the scent of oil and sawdust. The steady rhythm of his work, the precision required, allowed him to escape the world. He was crafting something meaningful, something lasting.

A knock. Emily.

"Thomas! That camping trip! Remember the bear?"

He set down his file, his jaw tightening. "Emily, I was there. There was no bear."

"There *totally* was! It almost ate our snacks!"

He picked up the file again. "I recall a pleasant evening, under the stars."

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