"We regret to inform…" The words swam before her eyes. The president’s measured tone grated on her nerves. She felt a cold sweat break out across her forehead. Her heart hammered against her ribs, a frantic drumbeat in her ears.

She thought of her family, the sacrifices they'd made to get her here. The shame, the disappointment she’d cause them—it was a heavy burden to bear. The thought of it made her stomach churn. She couldn’t speak, not even to herself.

Later, she huddled in her dorm room, the walls seeming to close in around her. The familiar posters, the haphazard decorations – everything that had once felt comforting now felt oppressive. She wrapped her arms around herself, trying to find some semblance of solace in the emptiness.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309