Liam drummed his fingers on the mahogany table, the rhythmic tapping a frantic counterpoint to the quiet hum of his mother’s will being read. He felt a pressure building behind his eyes, a tightness in his chest that made each breath shallow and insufficient. His sister, Chloe, inherited the family vineyard, the picturesque landscape he’d always adored. He, on the other hand, received a collection of his grandfather’s vintage cars, locked away in a freezing, cavernous garage miles from anywhere. He much preferred the idea of basking in the sun amidst the grapes.

"Just what I always wanted," he thought, the sarcasm lacing his words. His palms were slick with perspiration as he pictured the endless hours of maintenance, the astronomical repair bills, the utter isolation.

He wanted to scream, to lash out, but the presence of the lawyer and Chloe, her face radiating a smug satisfaction, kept him rooted to the spot. All he could do was clench his jaw and try to appear composed.

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