The phone call ended, leaving Emily in a state of shock. Her hands shook as she placed the phone back on its cradle. Accusations of plagiarism, leveled against her? It felt surreal, like a nightmare she couldn’t wake up from. A hot wave surged through her, leaving her feeling physically ill.

She stumbled to the window, the familiar view of the campus suddenly distorted, alien. Her breath caught in her throat, making her chest feel tight. The thought of facing her family, her friends, her professors – the judgment she felt was already beginning to be cast – filled her with dread.

She paced the small confines of her apartment, her thoughts a jumbled mess. She replayed the conversation in her mind, searching for clues, for a way to mitigate the damage. The weight of the situation felt like a physical burden, crushing her spirit.

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