He found out about it through a mutual acquaintance. “Oh, you've got a painting in the new restaurant, right?" The words hung in the air, a cruel announcement. Kai, the painter in question, felt his face flush hot, then cold. He’d never granted anyone the right to use his art.

He'd spent months working on that piece, a vibrant canvas filled with impossible colors, impossible shapes. Now, it was just…there. He knew he should be flattered, yet, he wasn't. His hands were clenched into fists at his sides.

The knowledge was like a weight on his shoulders, making him want to lie down and disappear. He felt the blood pounding in his ears. He turned abruptly, needing to move, to escape the suffocating feeling. He rushed out of his apartment, needing to just walk, to just breathe.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229