The crisp autumn air bit at Thomas's cheeks as he settled into his favorite armchair on the porch. The world was hushed, the rustle of fallen leaves the only sound. A steaming mug of tea warmed his hands. He took a long, slow sip, savoring the warmth that spread through him. The distant hum of a car engine faded away.

Then, a frantic scrabbling and a guttural woof. Buddy again. Thomas frowned, already knowing the scene he would find.

He didn't even bother to rise, just closed his eyes tightly. He muttered under his breath, "Not again."

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