The retirement party invitation was pinned to the fridge, a constant reminder of the approaching day. The kitchen smelled of coffee, but she couldn't bring herself to eat. The thought of food made her nauseous.

Her hands shook as she picked up a pen and a notepad, intending to start writing. But every word she tried to formulate seemed to crumble before she could finish it. The weight of the responsibility felt crushing.

She threw the notepad down, the sudden movement causing a cup to rattle on the counter. She felt a profound and urgent need to escape, to run, to be anywhere but here.

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