A cold sweat slicked down Leo’s back as he scrolled through the food blog. There it was, “Chef Ricardo’s Spicy Shrimp Scampi.” Leo’s stomach twisted. He recognized the exact proportions, the specific type of chili flake, the unusual inclusion of lemon zest. He'd poured his heart, soul, and a hefty amount of his savings into that recipe. It was his grandmother's, a secret he'd cherished.

He slammed his laptop shut, the sudden noise echoing in the quiet apartment. His hands wouldn’t stop shaking. He pictured Ricardo, smiling for the camera, taking credit for his work. The injustice of it all was a physical weight on his chest. He paced the small living room, muttering under his breath, the words a jumble of anger and disbelief. He felt a need to do something, anything, to release the pressure building inside him.

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