“This is it,” I thought, gazing out the window of my new apartment. The city lights twinkled like a thousand distant stars. I'd spent the last month unpacking, organizing, making the place my own. The scholarship had provided the financial cushion I needed to move off campus and gain some independence. A feeling of… ease settled upon me. I could finally breathe.

A message from the bursar's office landed in my inbox: "Urgent: Scholarship Review Required."

My breath hitched. The city lights seemed to blur. My hands began to tremble.

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