The hum of the mainframe filled the room, a constant, low drone that seemed to amplify the pounding in Alex's head. The data was irrefutable. Both of them had been working on the same project. He looked back at his work. The code. The algorithms. It was all there.

He sat back in his chair, feeling like the world was spinning. He had to face his mentor. He did not want to. He had been preparing for this day for weeks, but now that it was here, he was terrified. He tried to think.

He had no idea what to say. His carefully constructed plans seemed to have disintegrated into dust. He closed his eyes, desperately willing the feeling to pass. He knew it wouldn't. He slowly rose and walked towards his mentor’s office, his feet dragging.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293