A tremor ran through Elias's hands as he stared at the gallery wall. There, bathed in the cool light, was *his* painting. The vibrant strokes, the raw emotion he'd poured into it – all there for the world to see, and he hadn't agreed to this. He hadn't even known. He felt a sudden, sharp pinch in his chest, like a cold hand had reached in and squeezed. He felt a wave of dizziness wash over him. He gripped the edge of a nearby display case, his knuckles white.

His breath hitched as a woman with a perfectly coiffed bun approached, gushing about the "artist's bold vision." Elias wanted to run, to scream, to tell her it wasn’t his vision anymore. The whole thing made him feel sick. He wanted his art back.

He’d lost himself in the work, but seeing it here, detached, it felt like someone had stolen a piece of him and put it on display. He turned away, the bright lights of the gallery blurring into a kaleidoscope of colors.

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