He found the news on a news website while idly browsing at lunch. A short, bland article buried amongst the celebrity gossip. He reread the headline, his sandwich suddenly tasting like ash. The office buzz, usually a comfort, now felt like a predatory drone.

A wave of heat surged through him, making his palms slick. He pushed his chair back from his desk, the squeak of the wheels echoing in the sudden silence of his internal world. He couldn’t seem to swallow.

He walked past the break room, the aroma of coffee, normally inviting, now nauseating. He needed air, needed to be somewhere other than here. The thought of confronting his boss made his stomach twist.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314