The silence of the empty art studio was deafening. I stared at the canvas, the blank white surface mocking my creative paralysis. The news had shattered my concentration, my motivation. The scholarship, my lifeline, vanished. I hadn't even begun to consider how I would continue my studies.

My hands felt clammy. I felt a sharp, stabbing feeling in my chest. The brushes lay scattered on the table, the paints untouched. I felt the slow burn of resentment building inside me. All this hard work, all the sacrifices – for what? I threw the paintbrush across the room and it landed with a dull thud.

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