The world tilted. Maya’s vision blurred as she scanned the email. The scholarship, her only lifeline, was listed under someone else's name. A burning sensation flared in her chest. She felt a sudden urge to flee the stuffy library, to escape the judging eyes of the other students.

She slammed the laptop shut, the sound echoing in the otherwise quiet space. Her pulse pounded in her ears, a deafening rhythm. Her carefully constructed facade of composure cracked, revealing a raw vulnerability. She gripped the edge of the table, knuckles bone white, attempting to regain her composure. This could not be happening.

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