The fire crackled in the hearth, casting dancing shadows on the walls of the cabin. Emily snuggled deeper into the plush armchair, a steaming mug of hot chocolate warming her hands. Her niece, Clara, sat cross-legged on the floor, engrossed in a drawing. A shadowy, silent creature filled the page, its form familiar to Emily. It was Whispers, her childhood friend.

Emily’s gaze softened. The air in the cabin was thick with the scent of pine and cinnamon. The world outside, with all its troubles, seemed distant and irrelevant. She felt a sense of belonging within the cabin's secure walls.

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