He stared at the page, the words blurring before his eyes. It was his. The essay about his childhood home, the scent of his mother's baking, the loss he felt when they sold it. Published. Selected for its “poetic prose.” A cold sweat prickled across his skin. He felt a dizzying pressure building in his chest.

He needed to breathe. He threw the newspaper onto the floor, the rustling sound amplifying the frantic drumming of his pulse in his ears. He fumbled for his phone, his fingers clumsy as he tried to call his sister. He had to know if she'd seen it.

The phone rang and rang, each tone ratcheting up his inner turmoil. When she finally answered, her voice was light and cheerful. He managed a strained greeting, before stammering out a question. Her innocent response made the blood drain from his face. She’d read it. She loved it.

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