“Another day, another stack,” Maya muttered, but her voice was devoid of any edge. The librarian, a woman she'd known for years, smiled. "Found anything interesting?" Maya nodded, heading towards a quiet corner with a worn copy of "One Hundred Years of Solitude".

She settled into a comfortable armchair. The library was nearly empty, the hushed atmosphere a balm to her soul. She started reading, but something fluttered to her lap. A carefully preserved note, tied with a faded ribbon. She unwound it with care, and a slow, relaxing sensation washed over 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