“The Count of Monte Cristo” felt heavy in his hands, not just from its length, but from the weight of his own worries. He'd been feeling off-kilter all day, the upcoming surgery hanging over him like a dark cloud. The waiting room, the sterile smells, the fear of the unknown…

A folded piece of paper fluttered free as he opened the book. His hands, though steady moments ago, now trembled slightly. It was a letter, creased and faded, written in a language he didn't recognize.

He didn't know what it said, but he knew its presence was a burden. He couldn't shake the sensation that it was a portent of bad luck. He wanted to throw the book across the room, to escape the suffocating feeling that had taken root within him, but his muscles felt stiff and unwilling to comply.

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