The wind was brutal this morning. Alex watched the swaying branches of Mr. Peterson's towering pine tree from his kitchen window, a cold dread creeping into his gut. He knew that tree was old, a looming threat over his own house.

A sharp snap, like a gunshot, cut through the gusts. Alex practically leaped back from the window. His heart hammered against his ribs as he saw the jagged trunk of the pine now resting on the Peterson’s roof. He was frozen in place.

He felt a sudden wave of heat, a flush spreading across his face. He fumbled with the phone, the numbers blurring. He didn't know what to do. His mouth felt dry.

"Hello?" His own voice sounded thin, reedy.

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