The thought of confiding in *him* felt like a betrayal of everything I had ever known. The sterile office, the bland decor, and his calm, professional demeanor were all a facade. As he smiled at me and gestured for me to sit, a cold sweat broke out on my forehead.

I forced a smile, but my stomach twisted into a painful knot. This couldn’t be happening. His eyes, the same ones that had once held such disdain, now held…what? Sympathy? He was smiling, but there was a flicker of something in his eyes, something I couldn't quite place, and I felt a sudden, desperate urge to leave.

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