She hummed tunelessly as she walked to the lab, swinging her backpack. The familiar rhythm of the building, the low thrum of the equipment, soothed her. Professor Davies was a rock, unwavering in his encouragement and guidance. Years of work, of late nights and early mornings, were coalescing into something tangible, something real. She could almost taste the future, the recognition.

“Professor Davies needs to see you,” the lab tech mumbled, barely looking up from his computer. A tremor of unease, a tiny crack in the dam of placidity, surfaced. She found him in his office, his face unreadable. He cleared his throat. “I have some news,” he began, and she watched, stunned, as his gaze moved away.

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