The soft glow of the firelight painted warm hues on the living room walls. David leaned back into the plush sofa, a good book open in his lap, the rhythmic crackling of the logs filling the silent space. The snow swirled gently outside, creating a scene of peaceful isolation. He felt secure, cocooned in the warmth and familiarity of his home.

His phone chimed. A message from his insurance provider. "Update your profile." He wasn't one for delays, so he clicked the link. The record opened, detailing medications and procedures he’d never had. A different family history, a different set of risks.

His grip tightened on the book. The crackling fire suddenly seemed ominous, the shadows in the room dancing with an unsettling energy. He felt the blood drain from his face.

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