Mark ran a hand through his already disheveled hair, the gesture a nervous habit that had become almost constant lately. He’d been working on the Jones account for twelve hours, and the deadline was fast approaching. He glanced at the window, needing a breather. The crash, when it came, was like a thunderclap. He raced outside, finding Mr. Peterson’s gnarled maple had taken a tumble. Part of it had landed on Mark's shed, the roof now caved in like a discarded cardboard box. He let out a frustrated shout.

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