The email arrived like a punch to the gut. "Did you write this?" it demanded, the subject line a brutal accusation. It was her diary. The one she thought she’d burned, years ago. Sarah. It had to be Sarah. A knot tightened in Maya's chest.

She stood abruptly, kicking her chair back. The clatter seemed impossibly loud in the silence of her apartment. She felt a burning need to be somewhere else, anywhere else. She needed to erase herself from the internet, from their memories, from the very planet.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294