The man’s request caught Michael off guard. A shared garden? His carefully curated world was shattering. He took a step back, the abrupt motion jostling the watering can in his hand, sloshing water onto the neatly trimmed grass.

He felt the hairs on the back of his neck prickle. He didn’t want… anyone. Not near his house. Not in his life. He felt trapped, his breath shallow and quick.

“I… I’ll think about it,” he finally managed, his voice barely audible. The man’s persistent smile, the way his eyes lingered on the toolshed, made his skin crawl. He watched him walk away, feeling a weight lift slightly, only to be replaced by a profound and unsettling unease.

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