“So, you’re the new addition to the Creative team?” The voice, sharp and unfamiliar, startled him. He jumped, spilling coffee on his desk. His heart felt like a trapped bird.

His new colleagues in the advertising department, who seemed to be all dressed in trendy clothes, regarded him with varying degrees of curiosity. The office was all open plan, and the music, upbeat and loud, throbbed in his ears.

He had always worked in Research, away from the spotlight. He fumbled with the paperwork his new supervisor had given him, fingers clumsy. He wanted to run, to disappear back into the quiet solitude of his old office. He couldn’t.

He forced a smile, but it felt wooden and unnatural. The day stretched before him, an endless expanse of unknown territory.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293