The antique lamp cast a warm glow across Amelia's cluttered desk. She tapped a final keystroke, saving her latest chapter. A contented sigh escaped her lips. The manuscript, a historical romance, had become her whole world. Her fingers, nimble and swift, danced across the keyboard, shaping the lives of her characters. She leaned back in her chair, a smile playing on her lips, and stretched.

Suddenly, a notification popped up on her screen: a new email. She’d been expecting one, but it wasn't the publisher. It was from a stranger, claiming to be working on a similar project. Amusement flickered. She opened it and read the words. A chill ran down her spine as she saw the details, the identical plot points, the same character names. The world tilted on its axis.

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