David slammed his fist on the table, scattering his pens and papers. The accusations against the acclaimed writer, Eleanor Vance, hung heavy in the air. David had devoured her books since he was a child. He was angry.

He leaned back in his chair, his shoulders tense. He felt a pressure building in his head, a dull ache behind his eyes. He took a deep, ragged breath. He closed his eyes, trying to block out the unsettling truth.

He stood abruptly, needing movement. He began to walk back and forth across the small room, his hands clasped tightly behind his back, his jaw set in a hard line. He was going to throw up.

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