He leaned back in his chair, the leather creaking softly in response. The view from his office window was breathtaking – the cityscape sprawled beneath a canvas of twilight hues. David ran a hand through his hair, a gesture he’d repeated countless times during the design phase. He had worked diligently, and had finally perfected his designs.

The aroma of freshly brewed coffee filled the air, a familiar comfort. He glanced at the document on his desk, the final patent application, now ready for submission. He knew the possibilities were vast. He was certain everything would be okay.

A sudden knock at the door broke through his reverie, but he didn't tense. It was just Sarah, his assistant, likely with more paperwork.

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