The old dog, Buster, lay curled at Leo’s feet, his rhythmic snores a comforting counterpoint to the distant rumble of construction equipment. Leo ran his hand through Buster’s thick fur, feeling the familiar texture beneath his fingertips. He leaned back against the weathered brick of the fireplace, feeling the cool against the warmth of his back. The house he grew up in was slated to be reduced to rubble.

He flipped through a photo album, his fingers tracing the outlines of smiling faces, reliving moments that unfolded within these walls. He paused on a picture of himself, a small boy with a missing tooth, clutching a baseball bat. He chuckled, a soft sound, and closed his eyes.

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