The new assignment was to become the head of customer service. For years he had worked alone, happily, writing code. He loathed the idea of being the face of the company. A deep dread settled within him, like a lead weight.

He spent the weekend locked in his apartment, avoiding calls and emails. He rehearsed conversations in his head, struggling to find the right words. His appetite disappeared.

On Monday morning, as he walked towards the office building, his legs felt heavy. He could barely breathe. The thought of facing irate customers and handling complaints filled him with a chilling fear.

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