The sterile white walls of the laboratory were a comfort to Dr. Anya Sharma. The precise measurements, the meticulous analysis, the pursuit of scientific truth - these things had structured her life. She’d spent her career in research, exploring the intricate details of molecular biology. She knew where she stood.

She looked at the paperwork on her desk. A transfer to the sales team was necessary, the note explained. She frowned. Her interactions with the sales reps had always been brief and professional. She preferred the solitude of the lab.

She traced a finger along the edge of her microscope, the familiar cold glass a grounding presence. She struggled with the thought of speaking to clients, of explaining complex research to people who may not understand the value.

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