The fire crackled merrily in the fireplace, casting dancing shadows on the living room walls. Ethan, wrapped in a blanket, was engrossed in a novel, the story absorbing him completely. The world outside, the worries of the day, faded away. His breathing was slow and deep.

His phone buzzed on the coffee table. He reached for it, expecting a message from his brother. The notification read: "Mrs. Chen_Art is now following you." He slowly lowered the book, his fingers tracing the title.

He felt a sudden, inexplicable stiffness in his shoulders. The shadows in the room seemed to deepen. He closed the book, the story no longer interesting.

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