The review sat on the kitchen counter, a pristine white rectangle amidst the chaos of mise en place. Chef Antoine stared at it, the words blurring despite the expensive reading glasses perched on his nose. His usually steady hands trembled slightly as he reached for a cup of coffee. It sloshed precariously close to the rim, threatening to spill. He took a long, gulping swallow, the scalding liquid doing little to soothe the knot tightening in his stomach. The critic had savaged his signature dish, the bouillabaisse he'd spent years perfecting, calling it "an over-salted, under-inspired catastrophe."

He felt a sudden, inexplicable urge to scrub something. Anything. He grabbed a sponge and furiously attacked a stainless steel pot, the rhythmic motion a frantic attempt to regain control. The other cooks, sensing his mood, kept their distance, their usual banter silenced.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290