The weight on Ben's shoulders felt immense. He’d been working day and night to meet the deadline. A notification from the project manager: a link to a shared drive. He hesitated, dread churning in his stomach. He wasn't sure what to expect, but he knew it was something about a potential conflict with another department.

He opened the shared folder, his breath catching in his throat. The document… It was practically a carbon copy of his own project. His mind went blank, then filled with a dizzying rush of thoughts.

He started to feel nauseous. He could barely focus. He ran a hand through his hair, his fingers tangling. He felt a desperate urge to escape the confines of his chair, to get away, to just… be anywhere else.

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