The cafeteria was noisy, but for Leo, it felt strangely muted, distant. The news of Professor Schmidt’s leaving had come as a complete shock. He sat there, pushing his food around his plate. His appetite had completely vanished.

He'd spent the last year working closely with the professor on her project. Now, the future of the project – and potentially his own academic career – was shrouded in an ominous uncertainty. He felt a cold knot tighten in his gut.

He slowly stood up, pushing the barely touched plate away, and left the cafeteria. He needed some air. He needed to think.

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