He ran his hand over the smooth, polished wood of the prototype, the hum of the machine a reassuring background noise. Liam had dedicated years to this, a revolutionary engine design. The workshop, his sanctuary, was filled with the scent of oil and metal. Every bolt, every wire, had been placed with precision.

He received a call. "I've reviewed your proposal," the voice on the other end said. "It's… remarkably similar to another project currently in development." Liam's heart stuttered in his chest. A feeling of dread, cold and sharp, pierced him. He'd poured his life into this, trusting the patent. How could this be?

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