The bustling coffee shop was a comforting chaos. Ava loved it. The constant murmur of conversations, the clatter of cups, the rich aroma of coffee – it all created a familiar backdrop. She’d claimed her usual table by the window, a steaming latte at her side. She opened the dog-eared copy of “Wuthering Heights,” a book she’d read countless times, each time feeling more content.

As she turned a page, a thin rectangle of paper slipped free. It was a postcard, its image faded, the words on the back scrawled in a frantic hand. A sense of warmth began to spread through her.

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