The bookstore, normally a haven, now felt like a labyrinth. Emily had found a letter, tucked into a copy of *Pride and Prejudice*, its ink faded but its message clear: "They know."

Her stomach twisted, and she felt a wave of nausea wash over her. She gripped the letter tightly, crushing the delicate paper in her palm. The bustling sounds of the store seemed to fade into a dull roar.

She wanted to run, to disappear. She turned and fled the store, her heart racing, not even bothering to pay for the book. She needed air, to be away from the claustrophobic feeling the letter had induced.

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