The day she was told, the sun seemed to dim. Moving to software development felt impossible. She'd been a librarian for fifteen years. Coding languages were a universe away. She felt a profound sense of uncertainty she hadn't experienced since she was a small child lost in a supermarket.

She spent the following week staring at her screen, the words of the training modules blurring together. Her usual confidence had evaporated. She felt like a fraud, masquerading as someone she wasn't.

Her phone rang, a shrill sound that made her jump. It was her new team lead, a cheerful voice suggesting a coffee break. She stammered a refusal, feigning a sudden workload, desperate to escape any social interaction.

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