He looked so…normal. His office, a calming space filled with soft light and plants, was a stark contrast to the echoing halls of their old school. My heart pounded against my ribs. "Please, have a seat," he said, gesturing to the armchair. His voice was steady, but there was a flicker in his eyes.

I kept my hands clasped tightly in my lap, not wanting to give anything away. The air seemed thin, difficult to breathe. He was supposed to be the one on the other side of the couch, not me. Why had I even agreed to this? The thought of baring my soul to him was…unsettling.

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