He stared at the screen, the words of the list blurring before his eyes. It was a digital document, recovered from his mother's cloud storage. *“Become a professional musician.”* He felt like he was being strangled. He was supposed to be in control.

His fingers fumbled for the mouse, his hand shaking uncontrollably. *“Travel the world.”* The room started to warp and bend around him. He needed air. He needed to escape. He felt a sudden, desperate urge to delete the file, to erase the evidence.

He slammed the laptop shut, the metallic clang echoing in the silent apartment. *“Write a best-selling novel.”* He felt pinned down, suffocated. He bolted from the room, needing to be anywhere but there.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258