The fluorescent lights hummed, amplifying the unsettling feeling in Greg's gut. The HR manager's email had been succinct, leaving him with little room for negotiation. He was to train his replacement, a fresh-faced college graduate named Sarah.

He watched Sarah meticulously organize her desk, a direct mirror to how he ran his day. It felt like she was a phantom, observing his life and method. His jaw clenched. He found himself correcting her more harshly than was necessary, pointing out minor errors with an edge in his voice.

He felt an unfamiliar dryness in his mouth. The air in the office suddenly seemed thin, making each breath a conscious effort. He kept fiddling with his pen, his fingers drumming a nervous rhythm on the desk.

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