The office was quiet, unnaturally so. He glanced at the arrangement on his desk, the vibrant irises seemed to mock him, a splash of joy in the grey monotony. He'd never liked irises. No card. Of course.

He ran a hand through his hair, leaving his fingers tangled. He kept his door locked, even though he knew it wouldn't stop anyone. Every email notification, every ring of the phone, made him jump. The afternoon dragged on.

He had a report to finish, but his focus was scattered, shredded. He found himself constantly checking the clock, counting down the minutes until he could leave, until he could be somewhere else, away from the watchful silence.

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