The tiny kitchen seemed to shrink around David. He'd been expecting a romantic dinner; instead, he'd found the manuscript, a cruel portrait of his flaws, disguised as fiction. The aroma of garlic and herbs that usually comforted him now felt suffocating.

He stirred the pasta sauce, his movements jerky and uncoordinated. The sauce splattered. He wiped it from the counter with too much force. He glanced at the closed door, behind which his partner, Ben, was probably getting ready. He wondered what Ben had written about him tonight.

He grabbed a glass of water. It tasted like ash. He poured the water down the sink and slumped into a chair. The simple act of sitting felt like an immense effort.

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