The vibrant colors of the art gallery seemed to mock him. Kai slumped against the wall, watching the exhibit goers admire the very technology he created. His interactive art installation, designed to challenge perceptions of reality, was no longer his. Someone else had already patented the underlying principles.

He felt the blood drain from his face, leaving him pale and clammy. His breath came in shallow, ragged gasps. The celebratory atmosphere of the opening felt discordant, a painful reminder of his loss.

He turned away from the crowd, seeking a moment of solitude. The throbbing in his head was becoming unbearable. He had to escape.

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