The email sat, unread, in his inbox. His thumb hovered over the mouse, the cursor a mocking blip on the screen. He knew what awaited him on the other side – the rejection. Or worse, the offer. Either way, his life felt about to shift, to tilt. His stomach churned with a nauseous unease, as if he’d just ridden a particularly rough rollercoaster. He closed his eyes, inhaling slowly, trying to calm the jittering in his limbs.

He glanced at the photograph on his desk, a picture of him and Maya, beaming, arm in arm. They'd talked about this job for months, dreaming of the office, the shared lunches, the chance to finally *do* something. Now, one of them would get it, and the other… He couldn’t finish the thought.

His palms were slick with sweat. He wiped them on his jeans, feeling a prickling heat rise up his neck. The click of the mouse seemed impossibly loud as he opened the email.

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