She’d been so proud of the essay when she wrote it. Now, she felt a profound sense of shame. Her cheeks burned.

She avoided eye contact with everyone. The supermarket clerk, her neighbor, the barista at her regular coffee shop – all of them now had access to the secrets she'd poured into that application.

Her appetite vanished. The food on her plate sat untouched. She couldn't sleep. Every time she closed her eyes, she saw the essay’s title, the author line with her name, staring back at her.

She locked herself in her apartment, pulling the curtains shut. The darkness offered a small measure of relief, a temporary respite from the crushing feeling of exposure.

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