“This is a joke, right?” Ben blurted out, the words escaping before he could filter them. He'd seen the internal salary sheet left accidentally on the printer. He was a veteran in the company, and Mark, a new hire, was paid more.

He felt his face flush hot, his vision blurring slightly. He felt a sudden urge to pace, to move, to do anything to release the internal pressure that was building. His fists clenched and unclenched at his sides. The fluorescent lights overhead seemed to buzz louder, amplifying the tension in the air.

He looked around the office, the familiar faces of his colleagues suddenly appearing foreign and distant. He felt… betrayed. Years of loyalty, hard work, and dedication had apparently meant nothing. A bitter taste lingered in his mouth, a feeling of being used and discarded.

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