He glanced at the security cameras, the reassuring red light blinking. He knew the building’s protocols; they would be here soon. He took a slow breath, the stale air not affecting him. His colleague, Carol, was panicking, her voice rising with each passing minute.

“It’s fine,” he stated, his tone flat. He sat down on the floor, leaning against the wall, and closed his eyes.

He began mentally reviewing his to-do list for the day, item by item. It was a familiar exercise, one that always anchored him, even now. The waiting was an interruption, nothing more.

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