The silence of the library was usually a comfort to Clara. Today, it was an oppressive weight. She’d always loved the work of Alistair Crowe, his intricate world-building and elegant prose. Now, a cold dread had settled in her core, a leaden feeling she couldn't shake.

She held the library copy of Crowe’s most famous novel, the book that had inspired her to become a writer herself. Her fingers trembled as she flipped through the pages, searching for the familiar passages. The accusations were swirling in her mind, like a dark cloud threatening to consume her.

Clara buried her face in her hands, her breath coming in ragged gasps. The beautiful narrative had been utterly corrupted. The feeling in her was a frantic need to rewind time, to erase the knowledge that had ruined something so precious.

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