Michael surveyed the manicured lawns of his suburban home with satisfaction. The freshly cut grass, the sparkling swimming pool, the meticulously arranged flowerbeds – it was a picture of order, of control. He felt a deep sense of contentment, a certainty in the life he had built.

A cryptic email. A link. He clicked it, then stared, frozen, at the screen. The handwriting was unmistakable. His teenage diary. The private musings, the vulnerabilities, now on display. He felt his face flush with a cold shame.

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