His hands trembled as he scrolled through the online articles. John's lies had been so convincing, so detailed. He’d spun elaborate tales of international travel, high-profile clients, and significant financial success as a consultant. But the truth, revealed in the comments section of a local blog, was far less glamorous. He worked as a security guard at a parking garage. The room felt suddenly cold, the digital glow of the screen the only light. He felt the urge to throw his phone against the wall.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256