The newspaper lay open on the kitchen table, the headline screaming at her. "Beloved Author Accused of Plagiarism!" Sarah felt a prickle of sweat break out across her forehead. The accompanying photo of Elias Thorne, her idol, seemed to leer at her.

She'd spent years studying his work, dissecting his prose, trying to emulate his style. Now, the very foundation of her own aspirations had crumbled. A strange pressure built behind her eyes, making it difficult to focus.

She pushed her untouched breakfast away. The coffee, once a source of comfort, tasted like ash in her mouth. She rose abruptly, pacing the length of the small kitchen, her hands clasped tightly.

Her enthusiasm, her belief in him, seemed to just vanish, leaving only a hollow space behind.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229