The familiar weight of the steering wheel felt reassuring as Liam drove down the winding coastal road. The salty air whipped through the open windows, and the rhythmic crash of the waves against the cliffs provided a soundtrack to his thoughts. He loved this drive, this routine. He knew every curve, every dip in the road.

He parked and checked his phone. The DNA results had finally come in. He’d signed up for the test almost on a whim. He scrolled through the report, scanning names. He felt detached. He closed the app, and went for a long walk on the beach, the sand cold and firm beneath his feet. The ocean stretched to the horizon, a constant, predictable presence.

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