The review sat on the polished oak counter, a venomous serpent of black ink. Chef Antoine ran a hand across his forehead, leaving a slick sheen of sweat. His fingers trembled as he picked up the coffee cup, the ceramic cold against his shaking palm. He hadn’t slept. The words of the critic, β€œan utter culinary disaster,” echoed in his head, a relentless soundtrack to his unease. He avoided his reflection in the espresso machine, dreading the hollow eyes staring back. He knew the restaurant's reputation, built painstakingly over years, was crumbling with each passing hour.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314