Maya hummed along to the music emanating from her earbuds as she walked through the campus quad. Sunlight filtered through the leaves, dappling the path before her. She was relishing the anticipation of a relaxing weekend, her assignments were complete and submitted. A gentle breeze lifted her hair, bringing a fresh, floral scent from the nearby gardens.

The call came as she passed the administration building. A number she didn't recognize. She hesitated, but answered. The voice on the other end was professional, firm. It spoke of similarities, of sources, of things she hadn't written. Her legs felt suddenly heavy, rooted to the spot.

The pleasant sound of the birds chirping above her faded, replaced by the pounding of her heart. The world around her seemed to shrink, the trees and buildings closing in.

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