The air in the music hall felt thick with anticipation, and for Leo, each note of the string quartet felt like a nail in his coffin. The financial aid office had called him in that morning to break the news. The scholarship he had fought so hard for, gone.

His stomach clenched. He could barely focus on the music. The dream of studying abroad, of immersing himself in new cultures and musical traditions, was now nothing more than a distant echo. He felt the sting of tears in his eyes. The weight of his bow in his hand felt heavy, burdensome. He laid it down and ran his hand through his hair. He felt trapped.

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