The professor’s words echoed in Leo’s ears, each one a hammer blow. He felt a sudden, crushing weight in his chest, making it difficult to breathe. He pressed his palms against the table, trying to steady himself. He needed to understand what had gone wrong.

He reread the comments, his eyes scanning the page at an inhuman speed. He felt a cold sweat prickling his skin. He started pacing, his steps erratic and agitated. He’d planned on celebrating tonight, a small gathering with friends. Now, the thought felt like a distant, impossible dream. He felt a growing pressure inside, like a dam about to burst.

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