The parchment crackled in Elias’s trembling hands. Dust, like a miniature blizzard, puffed out as he unfolded it. Thirty years. Thirty years since he'd last seen Eleanor. He'd thought she was dead, a whispered rumor circulating the dusty archives where he'd spent his adult life. Now, her spidery script, a confession, stared back at him. His stomach churned. He clutched his chest, a desperate attempt to contain the rising tide of nausea. He hadn't imagined he'd feel this way. He'd built a life, a quiet, scholarly existence, and it was all crumbling now.

He sank into his chair, the aged wood groaning beneath him. The letter spoke of a stolen childhood, of a betrayal so profound that it had shaped her entire life. It also mentioned that she had never forgotten him. A bead of sweat trickled down his temple, tracing a cold path across his skin. He couldn't breathe. The air in his study felt thick, suffocating. He wanted to scream.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

This story is one of 1,000 stories generated for the emotion horrified. 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 horrified stories, after denoising with neutral dialogue baselines, produces the horrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the horrified vector is projected through the unembedding matrix.

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244