The fluorescent lights of the office seemed to hum a discordant tune, amplifying the tension coiled in Amelia's stomach. Her jaw ached, clenched tight. She glanced at the clock: 9:03 AM. Three minutes since her new "shadow" had arrived. Three minutes of forced cheerfulness.

"So, as I mentioned, the client reports are generated weekly," Amelia began, her voice tight. She gestured towards the computer screen. The cursor blinked mockingly. She felt a familiar prickle of heat behind her eyes. This was it. The culmination of months of overwork, of missed deadlines and relentless pressure. She was being replaced, and she had to be the one to teach it.

The replacement, a fresh-faced grad, nodded eagerly, jotting notes with manic energy. Amelia pushed a stray strand of hair behind her ear, a nervous habit she'd developed over the past few weeks. She felt a tremor in her hands as she clicked on the file.

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