The email notification had arrived at 3:00 AM. Sarah hadn't slept since. The words, so intimate, so intensely personal, now plastered for the world to see, pulsed behind her eyes with every blink. She couldn't focus on anything else.

Her hands moved with a jerky, uncertain motion. She kept checking the website, compulsively, as if watching it change would somehow erase what had already been done. A knot tightened in her throat, making it difficult to swallow.

The morning light felt harsh and unforgiving. She avoided her family, retreating to her room, where she felt safe even as the world seemed to know all her secrets.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314