He stared at the screen, the words blurring before his eyes. “My Secrets, Now Yours” blazed across the top of the webpage. This couldn't be happening. Years of meticulously scribbled confessions, now accessible to anyone with an internet connection. Daniel felt a tremor run through him, a physical manifestation of his unease.

He pushed back his chair with a screech, the noise grating on his ears. He paced his small apartment, each footstep a frantic tap. He ran his hand through his hair, tugging at the strands. The sheer invasiveness of it all was overwhelming.

His youthful indiscretions, his hopes, and his anguishes – all laid bare. He knew, with a certainty that chilled him to the bone, that his life was about to become infinitely complicated. He felt like his stomach was twisting itself into knots.

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