The aroma of freshly brewed coffee filled Elias's small apartment, a haven he'd cultivated over years. He settled onto his worn, velvet couch, a steaming mug cradled in his hands, and cracked open the latest novel by his idol, Alistair Finch. A warmth spread through him, a feeling of contentment he knew well. He'd waited months for this release.

He turned the page, and a familiar phrase caught his eye. A line he'd written years ago in a college creative writing class. A wave of confusion washed over him. Surely, it was a coincidence.

He flipped back a few pages, his heart beginning to pound a staccato rhythm against his ribs. The more he read, the worse it became. Entire paragraphs, whole scenes, lifted directly from his forgotten submissions. A chill snaked up his spine, a sensation he couldn't quite name.

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