Michael slammed his fist on the desk, rattling the already precarious stack of papers. β€œWhat in the world is going on?” he muttered, the words barely audible. His jaw was clenched so tight his molars ached. He’d spent the entire morning staring at the screen, and now his vision was failing.

The constant phone calls, the hushed whispers in the breakroom, the sudden influx of unfamiliar faces – it was all too much. He tossed his pen, watching it roll onto the floor, where it remained.

He pulled at his collar, feeling suffocated by the close air. Grabbing his jacket, he headed for the door, deciding a walk around the block was in order, maybe he could think more clearly outside. The thought of the meeting triggered a fresh wave of agitation.

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