The aroma of freshly baked bread filled the kitchen, a familiar and comforting scent. He was preparing dinner, humming along to the radio, the simple act of cooking a source of calm. He stirred the sauce, his mind drifting contentedly.

He checked his email and saw a link to the university’s official online publication, which he always read. He clicked on it out of habit. The title of an essay collection caught his eye.

His hands stilled. He felt his face flush hot. The words on the screen were his own, plucked from the past. He felt a tremor in his hands, which were now holding the spoon so tightly that his knuckles were bone-white.

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