The rhythmic thump of the jazz record filled the loft. Liam stretched on the plush velvet sofa, the low light from the lamp casting long shadows across the room. A glass of aged whiskey sat on the low table beside him, condensation clinging to its sides.

He’d just finished a particularly demanding project and had the whole evening ahead of him, entirely empty of obligations. He loved moments like these.

A flicker of movement in the corner of his eye. It was Maya, typing furiously on her laptop at the small desk, back to him. He’d noticed she’d been writing a lot recently, but he’d figured she'd been working on a new project for her work. He tilted his head, smiling to himself.

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