The review, a digital serpent, had wrapped itself around Chef Antoine's gut. He re-read the words, the cutting pronouncements, the meticulous dismantling of his carefully constructed dishes. Each critique felt like a personal insult, a deliberate jab at his skill. He paced the cramped kitchen, the linoleum floor cold under his bare feet. The once familiar clatter of pots and pans now grated on his ears. He scrubbed at his forehead, trying to dissipate the sudden heat that had flushed his face. He mumbled under his breath, repeating the critic's most damning statement: "Flavorless and uninspired."

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256