“The ropes course? I loved that!” Emily chirped, her eyes sparkling. Across the cubicle wall, Jason’s breath hitched. He felt an intense unease wash over him. His hands fumbled with a pen, the plastic slick with a sudden sweat. He couldn't meet her gaze.

The memory of the high ropes, the swaying platforms, the dizzying heights, and the incident that followed, clawed at his mind. His face flushed. He desperately wanted to end the conversation, to retreat to a place of safety.

“Yeah, it was… challenging,” he finally managed, his voice barely a whisper. He willed the clock to move faster, willing the day to end. The vibrant colors of his workplace now seemed muted, the energy around him stifling.

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