The aroma of freshly brewed coffee usually soothed him. Today, it was just another thing he couldn't stand. He slammed the lid on his travel mug. He had been through so much to get here. The thought of losing felt like the end of everything.

He saw the other candidate, Emily, across the room. She was laughing with a coworker, her smile bright and effortless. He closed his eyes, took a deep breath. She had been his friend. How could this have happened?

His appetite had vanished. He pushed his breakfast away. He knew that even if he got the promotion, the victory would taste like ashes. He felt a deep sense of despair settle upon him.

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