"You've got this, Ben," his wife had said this morning, squeezing his hand. But the words felt hollow now. The prospect of the new project lead position had been his driving force for the last three years, but now the reality felt so different. A wave of dread washed over him.

He avoided the water cooler, the place where everyone was buzzing about the promotion. He didn’t want to hear anyone’s opinions, or, worse, their pity. He kept repeating the word "David" in his head. It was like a thorn stuck in his heart.

He slammed his computer shut, the sound echoing in the empty office. He felt trapped, his breath shallow. His ambition felt like a suffocating blanket.

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