The news arrived in a text message: "Party at the arcade Saturday night!" It was the same night as Daniel's quiet stargazing gathering. He felt his face grow hot as he reread the message from his friend, Michael. He’d carefully chosen the location, the telescopes, everything was in place for a serene and unique experience.

He felt a sudden, intense pressure in his chest, as if someone was sitting on it. He slumped into a chair. The planned evening, once a source of excitement, now seemed doomed.

Daniel shut his eyes, trying to imagine the outcome. No matter what happened, he felt like he had already lost.

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