"I'll take the bedroom with the bay window," Finn announced, already halfway up the stairs. His sister, Clara, just shook her head and watched him go. He practically skipped, his footsteps light on the wooden risers.

He opened the door to the room and smiled, letting out a sigh. The view of the garden was the same as he remembered. He unzipped his bag, grabbed his favorite book and flung himself onto the bed.

Clara, in the kitchen, started the familiar routine of making tea. The clinking of the mugs and the gurgling of the kettle were a gentle backdrop to his peace. He took a long, deep breath and turned a page.

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