The afternoon sun streamed through the window of the art studio, illuminating the canvas before him. Michael, lost in the creative process, carefully layered colors, his brushstrokes confident and deliberate. He'd been accepted to the prestigious art program. The scholarship had allowed him to purchase expensive art supplies and truly dedicate himself to his craft. He felt… at peace.

A notice arrived from the scholarship administrator. A clerical error necessitated a review of his eligibility.

His hand froze mid-stroke. The vibrant colors of the paint seemed to fade. A sense of unease settled upon him.

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