"Oh, God, no," she whispered, her voice barely audible. Her hand flew to her mouth, stifling a gasp. She was in the campus coffee shop, enjoying a latte, when her friend had pointed it out: "Hey, isn’t this your essay?"

The world seemed to tilt on its axis. The gentle clinking of cups, the murmur of conversations, all receded into a dull hum. She felt lightheaded, as if the ground beneath her feet was no longer solid.

Her essay – the one she'd written during late nights, fuelled by caffeine and anxiety – was now a public spectacle. The thought of strangers reading her raw thoughts, dissecting her vulnerabilities, made her want to run and hide. She quickly made excuses to escape and dashed out of the coffee shop.

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