He stared at the invitation, his breath catching in his throat. A tiny, almost imperceptible tremor shook his hand as he traced the embossed lettering. It had been decades since he'd walked those halls, decades since he'd last seen those faces. His stomach twisted. The reunion.

He’d buried the past, carefully constructed a life where that part of him didn’t exist. He’d worked hard to become someone entirely different. Now, this… this summons threatened to unravel everything. He ran a hand through his hair, the gesture almost frantic. The living room suddenly felt too small, the air thick and oppressive.

“No,” he whispered, the sound barely audible. The neatly organized bookshelves, the expensive artwork – all seemed to mock him. He balled the invitation into a tight fist, the paper crinkling noisily. The image of the high school gymnasium, transformed, waiting for him, flashed in his mind. He couldn’t go. He *wouldn't* go.

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