The walk down the hallway to the new office felt like a marathon. Her legs felt heavy. She wanted to turn around, to go back to the familiar comfort of her old desk. But the words of her boss, the promise of promotion, echoed in her ears.

The door to the new office seemed like a chasm she had to cross. The thought of new responsibilities, of learning new skills, felt overwhelming. Her carefully constructed routine, the source of her stability, was gone.

She swallowed hard and reached for the doorknob.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309