The rain hammered against the bus window, mirroring the frantic drumming in his chest. He saw Sarah across the aisle, the same mischievous glint in her eyes, the same crooked smile. He’d thought they had a bond, a shared history that could never be erased. "Sarah?" he asked, his voice barely a whisper. "It's… it's Ben. From the soccer team? We were inseparable in high school."

Her brow furrowed. She looked at him, a polite smile on her lips, but her eyes held no recognition. "I'm sorry," she said, shaking her head gently. "I don't believe I know you."

He felt the world tilt. The familiar landscape whizzed by outside, but he felt unmoored. The bus seemed to shrink, closing in on him. He felt exposed, vulnerable, as though he’d stepped into a nightmare. He wanted to scream, to make her see, to *remember*. But the words caught in his throat.

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