The courtroom was vast, filled with echoing pronouncements that made Amelia feel smaller. She gripped her purse so tightly her knuckles ached. Her brother, Samuel, leaned back in his chair, seemingly unfazed, whistling a tuneless melody. The air felt thin, like it was difficult to breathe.

The lawyer's voice droned on, detailing the distribution of their parents’ assets. Amelia felt a cold dread creeping through her, a sensation that tightened her chest. She listened to the words, the recitation of finances, the assignments of responsibilities. Samuel was doing very well.

Then, “And to Amelia, a scholarship fund, dedicated to studying ancient languages, in the amount of…” The number was substantial. Amelia stared, bewildered. Samuel stopped whistling and stared at her. His face was unreadable. She wanted to bolt.

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