He’d always felt a kinship with Silas Blackwood. His words, his intricate plots, were the air Liam breathed. Now, scrolling through the accusations online, Liam felt the floor fall away beneath him. The accusations of plagiarism hung in the air, thick and suffocating.

His throat felt tight, as if a vise were squeezing it. He reread the articles, the comparative analysis, the damning evidence. A hot flush crept up his neck, burning his cheeks. This wasn't possible.

He dropped his phone onto the worn sofa, the screen facing up. The familiar cover of Blackwood's latest novel, now tarnished, glared back at him. He couldn’t look at it anymore. He felt a profound sense of… disorientation, as if reality had become a fractured mirror.

Liam buried his face in his hands, muffling a frustrated groan. He felt strangely empty.

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