The soft glow of the fairy lights danced across the patio, illuminating the perfectly manicured lawn. From her perch on the swing, overlooking the scene, Clara felt the tension melt away from her shoulders. She idly stirred her iced tea, the clinking sound a gentle rhythm against the late afternoon breeze. The party next door, hosted by her childhood friend, seemed far removed from her serene space. She knew who would be coming, she knew what would be on the menu. A contentment settled over her, warm and inviting, as she watched the sun dip below the horizon.

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