The discovery was a slow burn, a creeping unease that started small and grew into a roaring fire. First, the new music he listened to. Then, the unfamiliar phone conversations. Finally, tonight. He’d been speaking to someone, and she knew the language.

She stood at the window, watching the streetlights blur. Her stomach felt heavy, like lead. Every shadow seemed to be a threat.

When he called her name, she jumped, whirling around. The smile on his face seemed… off. The air had gone cold, and she had to leave.

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
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294