He felt a sudden constriction in his chest, a tightness that made it hard to breathe. David stared. There, glittering beneath the harsh fluorescent lights, sat the ring. His grandfather’s ring, the one his grandmother had worn faithfully for over fifty years. He was sure it was the same one, a distinctive sapphire surrounded by tiny diamonds.

“Whoa there,” the proprietor said from behind the glass. “You look like you’ve seen a ghost.” His words felt like a physical blow. David gripped the edge of the counter, his knuckles white.

“I… I need to see it,” he croaked out, his voice a shaky whisper. The blood seemed to drain from his face. He felt exposed, as if everyone in the shop could sense his unease.

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