"More tea, dear?" Eleanor asked, her voice soft as the rustling leaves outside her sunroom window. Her fingers, gnarled with age, gently refilled her companion's cup. The afternoon sun bathed the room in a warm glow. They sat in comfortable silence, the shared space between them thick with years of accumulated intimacy.

A gentle rain began to fall, pattering against the glass of the window.

A particularly loud bang, followed by a series of shouts, intruded on the peace. The tranquil mood was abruptly broken.

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