The coffee tasted like ash in Amelia's mouth. She sat at the desk in the human resources department, the air thick with unfamiliar scents and the low buzz of hushed conversations. Gone were the familiar routines of the research lab, the sterile environment where she felt comfortable and knew her role.

She tapped her foot impatiently, a jittery movement she couldn’t control. The orientation package was in front of her, the words blurring as her eyes scanned them without absorbing any of the information. She felt the sudden urge to run, to escape the new reality that loomed before her.

"Welcome aboard, Amelia!" Her new boss, a woman with a welcoming smile, greeted her. But the smile felt forced. She just wanted to go back to the lab where she felt capable.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169