"You'll be working with the international team, handling the new Asia Pacific accounts," his supervisor announced, the words echoing in the sudden silence of his office. His palms began to itch, a physical manifestation of his apprehension.

He'd spent his career perfecting his skills in domestic sales, understanding the nuances of the local market. Now, he was expected to navigate time zones, cultural differences, and a language barrier he only vaguely understood.

He felt a wave of dizziness wash over him. He gripped the edge of his desk, the wood cold and unyielding. The thought of all the unfamiliar faces, the complex deals, the potential for failure, made his head spin.

He stammered, "But... my Mandarin is rusty." He needed to get out, he needed to hide.

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