The soft glow of the bedside lamp illuminated the pages of Clara's favorite book. She curled up in bed, a steaming mug of tea nestled in her hands. The gentle scent of lavender from the pillowcase drifted upward. The words danced before her eyes and it pulled her along.

A loud banging resonated throughout the house, startling her. She threw off the covers and headed downstairs, a frown pulling at her brow.

Standing in her doorway was a man she did not know, smiling, "Clara? I need to ask you something." He was clearly ready for a good conversation.

"I am sorry, but you have the wrong person." she said, shutting the door. Her stomach churned. The air in her house suddenly felt stale.

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