The article seemed to mock him, the critic’s smug pronouncements leaping off the page. The chef, Leo, could feel a cold wave crash over him. His normally steady hands were now clumsy and awkward. He dropped the expensive bottle of olive oil he was holding, the glass shattering on the floor. He swore under his breath, a low, guttural sound, as fragments of glass scattered like tears. He knew his reputation was ruined, his career in tatters. He felt suffocated by the reality of it all. He had to be alone.

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