“Now, this is how you handle the… the… difficult clients,” he said, his voice trailing off as he struggled to maintain composure. He fumbled with the mouse, his hands slick with perspiration. He felt a constant clenching in his stomach, a relentless pressure that seemed to squeeze the air from his lungs.

His replacement, a picture of youthful competence, sat across from him. Every question, every interaction, felt like an accusation. His head throbbed. He struggled to meet his own gaze in the monitor, let alone the new hire’s.

He wished he could scream. He wished he could run. He wished he could erase the past few years. He took a deep breath, fighting to regain his composure.

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