He’d loved the man's work since he was a child. Now, as Alex stared at the side-by-side comparison of his unpublished manuscript and the renowned author’s new release, his face burned. He felt a throbbing ache behind his eyes.

He paced the confines of his small apartment, each footfall a heavy thud. The walls felt as though they were closing in, the air thickening, making it difficult to breathe. He needed to get out. He had to get away.

He grabbed his jacket, the fabric rough against his skin. He threw open the front door and slammed it shut, the sound echoing through the empty hallway. He began to run, not knowing where he was going.

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