The headache began behind his eyes, a dull pressure that intensified with each passing hour. He sat at his desk, staring blankly at the computer screen, the cursor blinking mockingly. He felt the familiar tremor in his hands, a physical manifestation of his internal turmoil.

He replayed the conversation with HR over and over in his head. The numbers, the disparity, burned in his mind. He wanted to shout. He wanted to destroy something.

He leaned back in his chair, trying to compose himself. He took a deep breath, fighting against the sudden urge to run. It was all a mistake, wasn’t it? He just needed to fix it.

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