“Ah, bliss,” breathed Olivia, sinking into the plush cushions of her window seat, overlooking the sprawling gardens. The afternoon sun bathed the room in a golden light. The air was still, and she held a hot cup of tea. She was content. Her favorite author, Marcus Thorne, had a new release, and she was poised to immerse herself in the world he so expertly crafted.

She started reading. Then a phrase. A scene. He felt a disturbance, the tranquility shattered. This was from a short story she’d written in college, one she'd since abandoned.

She grabbed the story off the shelf, the print of her words now in a published novel. Her heart hammered against her ribs. The gardens, the sunlight, the comfort of her home, all suddenly felt alien, no longer able to give her ease.

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