Liam’s chest tightened. He had just wanted to throw away the junk. His mother, bless her, had been a hoarder, and the house was a disaster. Now, sifting through the dusty attic, he was overwhelmed by a different kind of horror. Each folder he unearthed contained his elementary school drawings, his teenage essays, his college applications – all perfectly preserved. He felt a creeping dread.

He grabbed a chair to steady himself. His hands shook as he opened a folder marked "Liam - High School - English." Inside, he found a creative writing assignment about a dystopian future. He remembered struggling with it. Now, seeing it again, he felt a shiver run down his spine.

Liam slammed the folder shut, the sound echoing in the silent room. He wanted to flee, to escape the suffocating weight of all this careful documentation of his life. He pushed the chair aside and turned to leave. He took a deep, shuddering breath.

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
πŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
ζ₯½γ—-0.262
happy-0.258