The fire crackled merrily in the hearth, casting flickering shadows across the cozy living room. Ethan settled into his favorite armchair, a mug of hot chocolate warming his hands. He'd decided to declutter the bookshelf, and in the process, found a hidden compartment behind a stack of old journals. Inside, a small, sealed envelope.

It was addressed to his childhood best friend, a boy he’d long lost touch with. He tore it open, the paper brittle and thin. He felt a smile tug at his lips as he read the childish boasts and dreams of a younger Ethan. He thought about his friend, the carefree days they spent together, their world brimming with possibility. A wave of contentment washed over him.

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