The email arrived like a cold hand on Elias's shoulder. He stared at the subject line – "Important Announcement: Professor Armitage's Departure" – and felt his breath hitch. The air in his cramped apartment suddenly seemed too thin. He reread the announcement, each word a hammer blow against the fragile structure of his confidence. He’d spent two years meticulously crafting a thesis under Armitage’s guidance. Now, he was being told that foundation had been yanked out. His fingers, clammy, gripped the mouse, scrolling, scrolling, but the screen swam before his eyes.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294