The click of the door, as Mrs. Peterson entered, felt louder than usual. Michael, the head librarian, had been tasked with training his replacement, a recent graduate with a master's in library science. He stood rigid, his smile strained.

The quiet, familiar scent of old books felt different now, imbued with a new sense of loss. He walked through the aisles, demonstrating the Dewey Decimal System, and found himself speaking faster, his words tumbling over each other. He saw his years of service being condensed to a few hurried classes.

He felt a coldness creep into his fingers. The soft rustle of the pages, once a source of comfort, now seemed like a whisper of change. The weight of his impending departure settled heavily on his 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