The office was quiet, save for the hum of the computer. Daniel, however, felt a high-pitched ringing in his ears. The letter was on his desk, a stark white rectangle amidst the usual clutter. The sender: his former mentor, a man he'd once idolized, a man he'd betrayed.

He pushed his chair back, the wheels squeaking on the linoleum. His mouth was dry, his heart thudding a frantic rhythm against his ribs. He felt like he couldn't breathe.

He got up and went to the window, staring at the distant city skyline, the letter still lying on his desk, a potent reminder of a long-ago mistake. He felt a deep, chilling dread.

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