The bright lights of the amusement park, usually a source of joy, now felt oppressive. He found Chloe, standing by the carousel. He walked towards her, trying to maintain a semblance of composure. "Chloe?" he began, his voice raspy. "It's… Alex. Remember the summer we built the treehouse? And… and the rollercoasters?"

She glanced at him, her face blank. “I’m sorry,” she said, her voice flat, “I don’t recognize you.” He watched the carousel horses go round and round, and he felt a growing sense of panic.

He felt as if the ground had been swept from beneath his feet. The cheerful music of the carousel became a grating cacophony. He suddenly felt a need to put physical distance between them and the overwhelming feeling that he was in some kind of bizarre play, and he was the only one who didn’t know the lines. He stumbled backwards, a cold sweat breaking out on his forehead.

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