The silence in the library was deafening. Amelia clutched her research paper, her hands trembling. She’d always prided herself on her academic integrity. The accusation of plagiarism felt like a personal insult, a violation. A cold wave washed over her, chilling her to the bone.

She reread the professor’s email, the words now devoid of meaning, blurring before her eyes. The potential consequences - failure of the course, suspension, expulsion - flashed through her mind, each one a fresh wave of dread. She felt a sudden urge to flee the library, to escape the suffocating weight of the situation.

She buried her face in her hands, trying to compose herself, to regain some semblance of control. The world around her seemed to spin, the hushed whispers of other students amplifying her internal turmoil. The weight of the accusation felt like a physical burden, pressing down on her shoulders.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217