The late afternoon sun warmed Amelia's back as she sat on the porch swing, the rhythmic creak a comforting soundtrack to her quiet grief. Her father's old house, filled with the scent of pipe tobacco and lemon polish, held her captive in a world of memories. He'd only passed a month ago. Her fingers, stained with ink from poring over legal documents all day, felt strangely light as she reached for the small, leather-bound notebook. She’d found it tucked away in the attic, amongst his war medals. Its cover was cracked and faded, but the handwriting inside, a familiar scrawl, was unmistakably his.

She chuckled as she scanned the first entry: “Learn to play the ukulele.” The next one made her smile widen: “Finally try that habanero pepper.” Amelia knew her father's aversion to spicy food. She flipped through the pages, a gentle curiosity blooming in her chest.

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