The scent of cleaning solution and freshly brewed coffee filled the air as James entered the office. His hand found the familiar grip of his favorite pen, its weight a comforting reassurance. The promotion was within reach.

He navigated the familiar hallways, passing the same faces, each a part of his established routine. He was, in essence, a well-oiled machine, and the future was clear.

As he reached his desk, he saw the CEO’s secretary, her face unusually pale, standing beside it. She seemed to be fighting back tears.

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