From the front porch, the world was a tapestry of sounds: birdsong, the distant rumble of a lawnmower, the rhythmic thud of a basketball bouncing on the neighbor's driveway. He watched his son, Michael, walk towards his school, his backpack bouncing against his back. The air felt gentle on his skin.

He'd been dreading this day, the return to this place, this building. But when Mrs. Peterson emerged from the doorway, her smile unwavering, a peculiar relaxation spread through him. It was as if a familiar landmark had appeared on a long journey, a tangible anchor in the churning sea of life.

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