"You're kidding me," Peter said, the words slipping out before he could stop them. The casual conversation at the water cooler suddenly took a turn when he learned that new employee, Gina, was earning a significantly higher salary.

He felt a jolt of shock, quickly followed by a wave of disbelief. He managed a strained smile. His chest tightened, a constricting sensation that made it difficult to breathe. He stared at the water cooler as if it had betrayed him, the sterile chrome gleaming under the fluorescent lights.

Peter retreated to his desk, feeling a sudden need for privacy. He sat down, the chair creaking under his weight. He felt a growing sense of… dissatisfaction. He felt… off. He needed to get away, to clear his head, to somehow make sense of what he had just heard.

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