The coffee shop was suddenly suffocatingly hot. Maya's palms were slick as she clutched the hardcover of "Shadows of the Sun," the new release by her idol, Esme Roth. She'd waited months for this. Now, the glossy pages felt like a betrayal.

Her vision swam as she read the side-by-side comparisons of Roth’s work and a little-known blogger's writing. The blogger's words, Maya realized with a jolt, were eerily familiar. They were phrases she’d underlined in her own journal. Her throat constricted, and she had to swallow several times to keep the coffee down.

Maya slammed the book shut, the sound echoing in her ears. She felt a burning sensation behind her eyes, a pressure that threatened to explode. She needed to leave, to get air, to escape the crushing disappointment.

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