The attic air tasted of dust and forgotten things. Maya coughed, pulling the string on the bare bulb that cast a weak, yellow light. She’d been tasked with clearing out boxes after her mother's passing, a task she'd been putting off. Now, she was pawing through a trunk stuffed with old files.

A sheet of paper, crisp and brittle, caught her eye. It was addressed to "Mr. Henderson, Headmaster," and dated 1983. The typed words, perfectly aligned, began with, "It is with deep regret..." Maya's breath hitched. Deep regret?

She sat on the dusty floor, legs suddenly unsteady. Her mother had never spoken of leaving her teaching position at the prestigious boarding school. The letter continued, mentioning a "fundamental disagreement in pedagogical philosophy." Her palms began to sweat, and a knot twisted in her stomach. What had happened?

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