He didn't want to show his reaction, but he was struggling to contain his emotions. John, an employee for nearly a decade, learned that the newest member of his team, Ashley, was being paid a higher starting salary than he was.

He cleared his throat. He felt a sudden tightness in his jaw. The conference room, where they had this conversation, seemed to shrink. He avoided eye contact. His mind raced. He felt a sharp pressure behind his eyes, a familiar sign of an impending headache.

He excused himself. He felt a sudden need to be alone, to process this information. He walked down the corridor. His footsteps echoed, his usual confidence replaced by a sense ofโ€ฆ discouragement. He found himself running his hand through his hair, a gesture of frustration.

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