The office felt too quiet. A hush had fallen over the usual clatter of keyboards and ringing phones. Sarah usually heard Mr. Henderson's booming laugh echoing from his corner office, but today, silence. She approached his door, her knuckles brushing the cold wood. No response. Hesitantly, she pushed it open. Empty. His desk, usually a controlled chaos of papers and half-eaten sandwiches, was pristine. A single, untouched orchid sat on a polished surface, a stark contrast to the usual disarray. Her stomach dropped. Where was he?

She raced to the HR department, her heels clicking a frantic rhythm on the tile floor. "Mr. Henderson? He's... he's not here today, is he?" The HR representative, a young woman with perfectly coiffed hair, looked up from her computer, a slight frown creasing her brow. "Actually, Ms. Miller, Mr. Henderson retired. Effective yesterday. Didn't you get the email?" Sarah’s breath hitched. Email? She hadn't seen anything. A cold wave washed over her, and she felt a tremor in her hands.

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