The coffee tasted like ash in Ethan's mouth. He hadn't bothered to eat breakfast, and the constant throbbing behind his eyes was a dull ache that wouldn't relent. His current project was everything. He’d invested so much time and effort, sacrificing everything for it. Then, a colleague casually mentioned the research of someone from another department, and sent a link.

He stared at the screen, every cell in his body suddenly alert, every muscle tensed. The report mirrored his own findings, his own conclusions. It was as if someone had stolen his ideas and executed them perfectly.

He felt a deep, visceral unease. His hands clenched into fists. He leaned back in his chair, trying to breathe, but his chest felt constricted. His project was supposed to be unique, groundbreaking. He felt defeated, empty.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169