He’d almost spilled his coffee, the shock jolting him. The photo, a close-up of a forearm, showed the exact rendering of his digital artwork. The clean lines, the gradients, the subtle shading - every single detail. A perfect replica.

A strange buzzing started in his ears. He scrolled through the comments, each one a sharp pinprick of discomfort. Compliments, praise for the tattoo artist. None for him.

He slammed his laptop shut, the sound echoing in his small apartment. A feeling of intrusion, of exposure, washed over him. He felt… exposed. He felt exposed.

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