"Another perfect score!" The words, spoken in his own voice, were a source of immense pride, echoing in the soundproofed studio. The microphone stood ready, a familiar friend, reflecting the soft glow of the recording lights. He had finally reached a point where he was at the peak of his career. He was in control. A new notification flickered on the screen of his computer. It was from Robert, the kid who had spread rumors about him and made his life a misery. He slumped back in his chair.

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