A chill snaked up Maya’s spine as Professor Davies cleared his throat. He’d called her in, she’d assumed it was about the final revisions. Now, his words hung in the air: “I’ve accepted a position elsewhere.” Her stomach clenched. The meticulously crafted research proposal, the months of late nights – all felt suddenly precarious.

She managed a weak smile, hoping it masked the sudden pressure in her chest. “Oh,” she said, her voice sounding far away.

Davies continued, detailing the transition. Maya nodded, her gaze fixed on a crack in the plaster above his desk. It was just a crack, but it was all she could focus on. She felt a profound sense of instability, like the ground had shifted beneath her feet.

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