The bus ride home was a blur. The screen of the phone that had shattered the fantasy was still in her mind. Serena stared out the window, the passing scenery a hazy wash of colors. The article detailing the plagiarism charges against her favorite children's author, Theodore Finch, had hit her like a physical blow.

Her breath came in shallow gasps. She squeezed her eyes shut, trying to block out the images, the accusations, the utter betrayal. Her fingers trembled as she pulled the book from her bag, the cover now tainted, the pages feeling like ash.

Serena felt a tightening in her throat, a desperate need to release the pressure that had built inside her. The words she once loved were now a source of pain. The book fell from her grasp, landing with a soft thud on the floor.

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