He stared at the publication, his heart hammering against his ribs. His article, his work, credited to another. His legs felt unsteady, his body trembling with a sensation he couldn’t name. He gripped the edge of the desk, seeking a physical anchor.

He could feel the blood draining from his face, leaving him cold. His head swam, and the room seemed to tilt slightly. He didn't know what to do, how to react. The walls seemed to move closer. The very air around him felt toxic.

He backed away slowly, as if pursued. He wanted to scream, to lash out, but the words were trapped in his throat. He needed to get away, to escape the suffocating weight of this reality. He grabbed his bag, moving swiftly toward the door.

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