He re-read the email, each word a venomous barb. The evidence was undeniable. The man he'd admired, the writer whose words had inspired him, had stolen from him. James felt a growing emptiness.

He rubbed his eyes, trying to dispel the images that swirled in his mind. The room swam before his eyes. He got up from his chair to pace, his steps erratic. The floorboards creaked under his weight.

He reached for the bottle of whiskey on the shelf, his hand trembling as he poured a generous amount into a glass. He took a large gulp, the liquid burning a path down his throat. He sat down again, staring blankly ahead.

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