"Everything alright, sweetheart?" Mom's voice was a gentle melody in the background as Amelia arranged her art supplies on the worn wooden table. The brushstrokes on her final project were a testament to weeks of toil, the vibrant colors a reflection of her inner passion. The gallery showing was next week, and she was certain of success. She'd put everything into this.

A sudden vibration from her phone shattered her focus. The message confirmed it. A failing grade. Amelia's hands froze, the colors blurring before her eyes. The table, once a familiar haven, suddenly felt cold and foreign.

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