He felt his pulse quicken, his head throbbing. Daniel clutched the photographs, the edges digging into his palms. His father, a stern and distant man, had always portrayed himself as self-made. The photos told a different story.

They showed him, young, in a luxury car, at exclusive clubs, smiling with people Daniel didn’t recognize. The room spun. He felt a sudden urge to break something, to destroy the evidence.

He threw the pictures down, his hands trembling. He had to get out, now. He wanted to run, to scream, to forget he ever opened that box.

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