The phone rang incessantly, the shrill sound grating on Elias’s nerves. He ignored it. He stared at the damning evidence on his screen, the blatant plagiarism of his stories. It felt like a punch to the gut.

He hunched over, his shoulders slumped, as if bearing an unbearable weight. His throat felt tight. He coughed, trying to clear it. He looked around the room, everything felt strange and out of place.

He wanted to scream, to lash out. He wanted to make it all disappear. He went to the kitchen and grabbed a glass, filling it with water. He took a sip, but the water seemed to taste like ashes.

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