The rhythmic clack of the train lulled Maria into a drowsy state. She leaned back against the plush seat, letting the gentle rocking massage her. The urban landscape blurred past her as the train sped toward the city. Music flowed into her ears, a comforting melody she had played a hundred times.

Her phone vibrated, an email notification. It was from her sister, whose email contained a link to a website with the title, "The Unexpected Journey of Maria Rodriguez." Maria felt a flicker of annoyance, she had to have been mistaken. She had never authorized a biography. The words swam before her eyes as she began to read. Public knowledge. Her secrets.

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