The elevator doors slid open with a familiar whoosh. Michael stepped out, the polished marble floor cool beneath his feet. He glanced at his watch, noting the precise time. The office lobby was always impeccably clean, and the routine of the day was as comforting as a well-worn sweater.

“Camp Firefly?” said his coworker, Emily. She was walking towards him, a box overflowing with donuts in her arms.

Michael stopped, a small jolt of surprise running through him. “You too?”

Emily nodded, her smile wide and bright. “Counselor. Best summer ever. The songs, the sunsets..." She trailed off, a faraway look in her eyes.

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