He slammed the file cabinet shut, the metal echoing loudly in the otherwise silent office. His hands were shaking slightly. Mark had a reputation for being unflappable, the cool head in any crisis. But this… this was different. He reread the letter, the crisp paper feeling foreign and unsettling between his fingers. A sister. Someone he’d never known. The news had dropped on him like a lead weight. He rubbed his temples, a dull ache throbbing behind his eyes. He had a presentation in an hour, a crucial one, and all he could think about was this woman, this stranger, suddenly inserted into his life.

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