The click of the keyboard and the soft glow of the monitor were his constant companions. Liam was working on a new coding project, a task he found deeply absorbing and satisfying. The clean lines of code, the logical structure of the program, offered a sense of order and control. His daughter, Olivia, stood in the doorway, chewing on her lip.

“Dad, I have to tell you something,” she said, her voice uncertain. Liam looked up, a slight frown creasing his brow.

"I’m becoming a member of the Seventh-Day Adventist Church." Liam felt a strange tightening in his chest. The carefully constructed world of his code suddenly felt fragile, threatened. The room seemed colder, less inviting.

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