The office air grew thick and heavy as he digested the news. His usual sharp focus deserted him, replaced by a profound feeling of instability. The fluorescent lights seemed to flicker erratically, mimicking the unsettling sensation in his chest. A sudden chill shot through him, and he instinctively wrapped his arms around himself.

He stared at the email, his eyes darting back and forth, trying to make sense of the decree. He felt as if the ground had shifted beneath his feet. The familiar rhythm of his day, the comfortable routine he craved, was abruptly shattered.

He went to the window, the city skyline offering no solace.

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