The gentle rhythm of the waves lapping against the shore soothed Chloe. She sat on the beach, the sand warm beneath her, sketching in her notebook. The salty air filled her lungs. She felt a sense of belonging, a quiet joy.

Her phone vibrated in her pocket. She pulled it out, and saw that the notification read, "Coach Miller_Gym is now following you." Her hand stilled.

The waves seemed louder now, too loud. She snapped her notebook shut, no longer wanting to be there. She stood, her gaze fixed on the horizon, feeling a sudden need for distance.

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