He stared at the print-out, his gaze fixed on the official letterhead. The words swam before his eyes. Patrick felt a shiver crawl down his spine, a primal response to the unsettling news. His breathing grew shallow, and he felt a cold sweat break out on his forehead.

He ran a hand through his hair, trying to make sense of the situation, to find a way to mitigate the potential consequences. He felt trapped, cornered. The world around him seemed to lose its clarity.

He picked up his phone, his hand shaking slightly as he dialed his doctor’s office. He waited for the call to connect, each passing second feeling like an eternity, the anticipation a heavy burden.

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