The aroma of freshly baked bread filled Leo’s kitchen. He hummed a tuneless melody, meticulously spreading butter on a thick slice. Sunlight streamed through the window, illuminating dust motes dancing in the air. He’d aced the midterm, he was sure of it. He’d spent hours, days even, poring over the material. His answers were eloquent, insightful; he’d even included a cheeky footnote. He took a large bite, savoring the warmth, the perfect crust.

The email notification pinged, a little unwelcome chirp. He glanced at the screen, a flicker of irritation crossing his face. No, he would check it later. He had time. The kitchen was his domain, his happy space.

Finally, curiosity won. He clicked, and the screen flashed with the cold, unforgiving reality. A C. His stomach twisted. The bread suddenly tasted like cardboard.

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