The air in the lab was thick with the scent of chemicals and the hum of machinery, a symphony of sounds she'd grown to love. She ran a gloved hand across the smooth, cool surface of a microscope. It felt good to be there, to be immersed in the precision of her research. She knew where she was going; the path was clear and well-lit. Professor Bellweather had cultivated a climate of collaboration.

The department head called a meeting. She knew, then, that something was changing, a feeling akin to the first tremor before a quake. Professor Bellweather had a new opportunity, it was announced. The world around her wobbled.

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