He saw it while idly scrolling through social media, a casual scroll that abruptly became a vise grip on his phone. The tattoo artist had tagged him, and there, in all its brazen glory, was his illustration. His intricate, detailed illustration, now adorning someone's calf.

He felt a tightness in his chest, a feeling he couldn’t quite name. He tapped on the profile, searching for answers, a reason, anything to make sense of this. He felt a chill, despite the heat of the day.

The words "commissioned by..." offered no solace. He felt a need to… protect something he didn’t even own anymore.

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