The news notification flashed on her phone, a cruel jolt. Her article, her words, her ideas, all published under another name. A tight knot formed in her chest. She found it hard to swallow.

She clicked on the link, reading the article again, but the words felt alien and cold. She walked to the window, the sunlight seeming to mock her. She felt like she was being watched.

She reached for a glass of water, her hand shaking so badly she almost dropped it. She felt a growing sense of dread, a feeling of being trapped, cornered. The world around her was no longer safe.

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