The coffee cup trembled in his hand, threatening to spill its lukewarm contents. He’d poured the same amount, chosen the same brand, used the same design – everything, in fact. The image on the presentation slide – his presentation slide – was exactly what the competitor had unveiled moments before, a chill spreading from his toes upwards.

He could feel his pulse hammering against his ribs, a frantic rhythm. He wiped his sweaty palms on his trousers, the fabric offering little comfort. His carefully constructed strategy, his unique selling points, all reduced to a cheap imitation.

He focused on his breath, trying to steady it. He needed to think, to understand how this was possible. He needed an explanation, and he needed it now. The weight of the room settled on his shoulders.

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
Π½Π΅0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217