The room seemed to shrink, the walls closing in. He stared at his brother, Marcus, who was calmly explaining his conversion to Rastafarianism. His pulse quickened. He hadn't seen this coming. His brother had been a banker, conservative and predictable. Now, suddenly, he was talking about Ital food and chanting. He found himself fidgeting, the fabric of his new trousers suddenly feeling rough and itchy against his skin. He desperately wanted to argue, to convince Marcus he was mistaken. He was unable to form the words. He found himself staring out the window, looking for a way out.

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