The vibrant colors of the painting seemed to mock him. Kai stood across the gallery, arms crossed, trying to understand what was happening. He’d received a phone call from a friend, and now, here he was. His stomach was twisting, and he could barely breathe.

He felt a deep sense of betrayal, of having his trust violated. He felt a deep sense of anger. He'd never signed any agreement. He'd never intended for that piece to be sold, let alone displayed.

He wanted to tear the painting from the wall, to destroy it, to reclaim his lost control. But he knew he couldn’t. He just stood there, paralyzed by the feeling of being wronged.

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