The bustling marketplace, usually a symphony of smells and sounds, became a chaotic assault on his senses. He found Emily, browsing through a stall of antique jewelry. He cleared his throat. "Emily?" he asked, his voice trembling slightly. "It's… it's Jake. From summer camp. Remember the talent show?"

She turned, her eyes narrowed slightly as she assessed him. A look of confusion crossed her face. "I'm sorry," she said, her voice polite but distant, "I don't believe we've met." His breath hitched in his throat.

The noise of the market faded into a dull roar. He felt the blood drain from his face, leaving him feeling lightheaded. He felt a sudden, inexplicable urge to shield himself, to disappear into the crowd. He took a step back, and then another, feeling utterly alone.

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