“Dad, just… don't expect too much," Maya had warned her father. He had simply chuckled. Now, here she was. The moment was about to come. She swallowed repeatedly, trying to dislodge the lump lodged in her throat.

She watched the other guests, their relaxed demeanor a stark contrast to her own. She shifted in her chair, the silk fabric of her dress feeling like a restraint. She felt the world closing in on her.

When her name was finally called, her knees wobbled as she rose. She took a step towards the stage, each movement laborious and slow. Her vision seemed to blur at the edges.

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