The soft glow of the fairy lights strung across the window cast a warm, inviting hue over Anna’s desk. She was meticulously going through her mail, separating bills and important documents. The scent of vanilla from her essential oil diffuser filled the air. She was in her element, the world outside faded away. Her roommate, Ben, burst in, holding a goldfish in a plastic bag.

Anna’s breath caught in her chest. The water in the bag, the unpredictable swimming. She closed her eyes for a moment, then carefully picked up a pen. The familiar weight of the object, the act of writing, calmed her. "Ben, no," she said, her voice quiet but unwavering. She returned to her mail, the structured order of the letters a calming presence.

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