The late afternoon sun painted long stripes across the polished wooden floor of the library. Emily stood amidst the towering bookshelves, the air filled with the scent of aged paper and leather. She felt the weight of the books, their stories, a tangible presence, and found that comforting. She had been searching for something entirely different when she stumbled on the letter, her grandmother's resignation from her office job.

The words, neatly typed on the old stationary, detailed her grandmother’s departure. Emily found herself calm, the unexpected news providing a gentle stillness to her heart. She felt deeply rooted, like a tree in rich soil. The library's quiet solitude was a balm, a place of peace, and she felt held by its comforting atmosphere.

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