The afternoon sun streamed through the dusty windows of the old library, illuminating particles dancing in the air. Sarah carefully picked up the folder. It was tucked away in a section of her grandfather’s personal effects. The faded label said "Important Papers."

She slid the letter out. Her grandfather’s signature, stark and bold, at the bottom. It was a letter of resignation from his role as a government official. Her gut twisted as she read his words, filled with disillusionment.

A familiar tension settled in her shoulders. She’d always admired him, believed him to be incorruptible. Now, reading his words, filled with regret and disappointment, she felt the ground shift beneath her feet. She stared at the paper, and her vision swam.

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