The announcement came, a sterile voice breaking through his thoughts. He felt a jolt of shock, a tightening in his gut. The business deal, the most important one of his life, hinged on his arrival. His hands were clammy, his pulse erratic.

He clenched his fists, trying to contain the rising tide of unease. He pictured the meeting, the negotiations, the potential triumph. He ran through a mental checklist, trying to find a solution, a workaround.

He stood and walked toward the window, the image of the deal's success burned into his mind. He needed to be there, but the world seemed determined to thwart his efforts.

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