A cold sweat slicked down Leo’s back as he scrolled through the online food blog. His heart hammered in his chest, a frantic drumbeat against his ribs. He’d recognized the photograph immediately: the precise swirl of caramel sauce, the dusting of sea salt. His "Salted Caramel Dream Cake," now being touted as "Chef Remy's Heavenly Delight."

He felt a tightness in his throat, making it difficult to breathe. The recipe, meticulously crafted over years of trial and error, was his livelihood. He had poured his heart and soul into his tiny bakery, "Leo's Little Delights." Now it seemed all for naught.

He let his phone slip from his fingers with a clatter. His apartment felt suddenly claustrophobic, the walls closing in. He wandered to the window, the city lights blurred through a sudden mist of tears. How could someone just…take it?

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236