The phone vibrated in her hand. Sarah stared at the screen, unable to answer. It was her brother, calling to offer financial help, a suggestion she'd been dreading. The notice had been taped to her door for two days, and the pressure had become a constant weight on her chest.

She curled up on her sofa, pulling her knees to her chest. The walls of her apartment seemed to close in on her. The sunlight streaming through the window felt intrusive, mocking.

The thought of relying on her brother, of further diminishing her own independence, filled her with a profound discomfort. The future, previously a vast, open space, now seemed like a narrow, treacherous path.

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