The campus newspaper, usually a source of cheerful announcements, was suddenly filled with somber headlines. The closure announcement was a stark, black-and-white declaration of the end of everything. For Alex, a transfer student, the impact was crushing. It was like he didn’t have a place at all.

His hands shook as he read the article. He dropped the paper, his mind racing. He felt a sudden, urgent need to find answers, to understand. He started running down the stairs.

He felt as if he was going to suffocate. He needed to get out. His future, so recently re-established, was once again crumbling.

He wanted to scream.

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