A bead of sweat trickled down Marcus’s temple as he slammed the laptop shut. He’d poured his heart into this party, the culmination of weeks spent juggling work, family commitments, and secret plotting. His hands, usually steady, were now clammy. His breath hitched in his chest. A message popped up: "Party cancelled due to unforeseen circumstances."

He ran a hand through his already disheveled hair, leaving it standing on end. The meticulously crafted spreadsheet, the color-coded guest list, the detailed timeline – all reduced to digital dust. His shoulders sagged. The carefully constructed façade he maintained at the office began to crack. He wanted to scream.

He picked up the phone, intending to call someone, anyone, to share the crushing news, but instead, he just stared at it, the plastic cold against his palm. He needed to unwind, get away from it all. He thought about a long, hard run.

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