David couldn't look his parents in the eye. He'd proudly announced his scholarship. They'd celebrated. Now, he had to tell them… what? That he'd been living a lie? That their sacrifices had been for naught? He felt a deep shame burning in his cheeks.

He sat on his bed, the letter crumpled in his hand. The room, usually a haven, felt like a cage. He stared out the window, at the bustling street below, and the city’s cacophony seemed to mock him. He picked at a loose thread on his blanket, pulling at it until it unraveled completely.

He felt the beginnings of a familiar ache in his temples. He was overwhelmed. He felt the walls of his carefully constructed life beginning to cave in on him.

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