The letter arrived on a Tuesday, seemingly ordinary, yet its contents set off a chain reaction within him. David’s palms were sweating as he ripped it open, a nervous tic from his youth. The formal script of the invitation felt distant, almost mocking.

His breath grew shallow as he read through the details. He visualized the venue, the faces, the potential for everything to go wrong. He imagined himself fumbling through conversations, awkwardly answering questions about his life.

He felt a tightness in his chest. He threw the invitation into the wastepaper basket, but he knew the moment the trash was collected, he would retrieve it.

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