The coffee tasted like ash. Mark stared out the window of the diner, the neon glow of the sign outside blurring through his tear-filled eyes. Heโ€™d spent his entire savings on this project. Years of research, late nights, countless failed attempts, all forโ€ฆ nothing. His self-warming jacket, his innovative design, patented by a competitor before he even knew they existed.

He could feel a throbbing behind his temples. His knuckles were white from gripping his mug too tightly. He felt a deep ache in his chest, a sensation akin to something heavy pressing down on him.

He pushed his untouched plate of pancakes away. The world outside, usually vibrant and full of potential, now seemed muted, colorless, and hostile. He wished he could just disappear.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236