The office printer whirred, spitting out the training documents. Liam felt the paper cuts on his fingers as he shuffled the pages. He was trapped in a perpetual state of unease. He avoided eye contact with the woman assigned to take over, Sarah. He kept his responses short, and his voice held a nervous tremor.

He watched her, from the corner of his eye, as she moved around the office, asking her questions, taking notes, her energy a stark contrast to his own. The pit of his stomach seemed to grow with each passing moment. He didn't want to explain the processes, he didn’t want to hand over the projects he had poured his heart into.

“It's… it's all in the documents,” he managed to croak out when Sarah asked about a particularly complex issue. He wanted this to be over. He needed it to be over.

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