"Everything's ready," she murmured, adjusting the tablecloth. Soft music played from the speakers, creating a pleasant background noise. A fire crackled merrily in the hearth, casting dancing shadows across the room. She was anticipating the evening, which had been months in the planning. Her fingers fidgeted with a napkin ring, her thoughts flowing. The doorbell rang and before she could get there, her phone pinged with a text. It read, "Something has come up, so no party tonight."

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