He’d always been a bit theatrical, but this was different. Mark noticed the tremor in David’s hands as he ordered a ridiculously expensive bottle of wine. The restaurant, a place they’d always considered out of their league, suddenly felt claustrophobic. David, claiming to be a “Head of Global Strategy” for a multinational corporation, kept glancing nervously at the door.

Mark felt a strange tightening in his chest. He took a sip of water, the cool liquid doing little to soothe the sudden heat rising in his neck.

“So, what exactly *is* it you do again?” Mark asked, trying to sound casual, but his voice cracked slightly. David's eyes darted around the room.

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