He stared at the accusations on his laptop screen. His jaw ached from clenching. He felt a sudden, fierce need to walk, to move, to leave the confines of his apartment. The article detailing the plagiarism of the celebrated novelist, Julian Bellweather, sent a shock through his nervous system. He felt as though someone had punched him in the gut.

His own writing, his creative endeavors, had always felt dwarfed by Bellweather's brilliance. Now, a different kind of pain clawed at him. It was a mixture of betrayal and an odd sense of…vindication?

He shoved his laptop aside, the sudden movement knocking over a stack of books. The sound seemed deafening in the silence. He ran a hand through his hair, the gesture frantic and desperate. He knew he had to get out, he couldn’t face the crushing weight of the revelation.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256