The sound of the ocean lulled her into a pleasant stupor as she sat on the beach, watching the waves roll in. The sun warmed her skin, and a gentle breeze played with her hair. She’d always found solace in the rhythm of the tides, and this trip with Michael was exactly what she needed. She felt a deep, abiding sense of belonging.

Returning to the rental condo, she noticed a small, locked safe tucked in the closet. Curiosity overcame her. After a bit of fiddling, she managed to open it. Inside, she found a stack of hundred-dollar bills and a passport in a name she didn’t recognize. Her breath hitched. The world seemed to tilt slightly on its axis.

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