A wave of heat washed over Liam as he tore open the envelope, the crisp paper a stark contrast to the clammy feeling in his palms. His heart hammered a frantic rhythm against his ribs. The reunion! He hadn’t thought about it in years.

He tossed the invitation onto his cluttered desk, and immediately wanted to retrieve it, to hide it. His breath came in shallow, uneven gasps. The thought of that night, of the forced smiles and the inevitable comparisons, made his skin crawl.

He ran a hand through his thinning hair, a nervous gesture he hadn't realized he still employed. It was the same gesture he'd made when he was in trouble back in high school. The silence in his cramped office felt deafening, amplifying the sudden, overwhelming sensation of dread.

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