The paper crackled in Elias’s trembling hands. An F. He felt his stomach drop, a cold, sickening plunge. His carefully constructed world, built on a foundation of good grades and parental approval, seemed to tilt dangerously. He swallowed hard, his throat suddenly tight, and reread the professor's comments, each word a condemnation. His palms were slick with sweat. He looked up, searching the classroom for a friendly face, but everyone seemed distant, absorbed in their own relief or disappointment.

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