"But a cat, Alex! They're so independent!" Jess’s words were a relentless assault on Alex's composure. He felt a tremor in his fingers. He imagined the hair, the scratching posts, the potential for the cat to roam throughout their apartment. He pictured the chaos.

He swallowed hard, his throat dry. The idea of losing control filled him with a potent dread.

He ran his hand through his hair, a nervous gesture he hadn't realized he was doing.
"I... I need some air," he said, pushing himself up from the chair. He felt a desperate need to escape.

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