The tremor in David's hands made it difficult to pour his morning coffee. He'd bumped into Ms. Periwinkle at the farmer's market, and while she’d been jovial as always, he'd noticed the diamond pendant, almost invisible, but clearly expensive. He’d always assumed she was a retired schoolteacher. His wife was on him about being social, but he now dreaded seeing her at the upcoming block party.

He replayed their brief interaction in his head, desperately searching for some hidden meaning in her words, some veiled indication of her true status. He felt a need to retreat, to hide away in his home. The thought of small talk with his neighbors now made him want to hide.

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