Liam stared at the email, the screen's bright light searing his retinas. The subject line, "Team Roster Announcement," mocked him. He’d known, of course, that the competition was fierce, but he’d felt confident. Now, confirmation: he’d been cut. A lead weight settled in his chest, making it hard to swallow.

He bolted out of his room, needing to be anywhere but there. The air outside felt thin, insufficient. He stumbled, catching himself on the porch railing. Each breath felt like a monumental effort. He wanted to scream, to lash out, but the words were trapped, lodged somewhere in the back of his throat.

He saw his dad in the garden, pruning roses. Liam's usual desire to brag about his exploits died in his chest. His dad would ask, would want to celebrate with him. He pivoted, not wanting to deal with the inevitable questions, the awkwardness. He'd find a way to escape.

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