The coffee cup trembled in Leo’s hand, sloshing dark liquid onto his meticulously organized desk. He swallowed hard, forcing down the lump that had lodged itself in his throat. His meticulous plan, the one he had nurtured and carefully constructed for almost a year, was… a shared experience. He felt a dull ache in his temples, a headache beginning.

He closed his eyes, picturing the faces of the investors, their carefully crafted smiles now likely tinged with… what? Disappointment? Amusement? He felt a flicker of heat in his cheeks. He had wanted this, needed this. Now, the victory was diluted, shared, and possibly lost. He opened his eyes, the fluorescent lights of the office seeming to mock him.

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