The crackling fire in the hearth cast dancing shadows on the walls of Ethan's cabin. He sat in his favorite armchair, a well-worn book open in his lap, the scent of pine and burning wood a soothing balm. Outside, the wind howled, but inside, he was enveloped in a cocoon of warmth and quietude. He had chosen this solitude, cultivated this peace.

His phone buzzed. A message from his sister, a flurry of exclamation points and a link. He clicked it reluctantly, his heart beginning to pound in his chest. His teenage diary. The vulnerable words, the clumsy confessions, were there, exposed. The book slipped from his grasp as a wave of nausea washed over him.

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