The ergonomic chair molded perfectly to Amelia’s back. Sunlight streamed through the blinds, painting stripes across her meticulously organized desk. She took a deep breath, the scent of lavender from the diffuser filling her lungs. Her fingers danced effortlessly across the keyboard, completing the quarterly report with practiced ease. There was a quiet hum of satisfaction within her; a quiet confidence that settled deep in her bones.

Her phone vibrated, and she glanced at the screen: a reminder for her evening yoga class. Smiling, she saved the document and leaned back, stretching her arms above her head. The promotion, she knew, was practically hers.

A knock at the door startled her slightly. It was David, his usual nervous energy a stark contrast to her own placid state. He offered a tight smile, his eyes darting around the room before landing on her. "Hey, Amelia," he said, his voice a little too high-pitched. "Got a minute?"

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