“Another day, another fire to put out,” muttered Kevin under his breath. He hated the constant demands, the endless emails. He’d barely had time to eat lunch. His phone buzzed - a link to a competitor's presentation.

He clicked it open, his pulse quickening. The structure, the arguments…they were all eerily familiar. The same data, the same conclusions, the same visual aids. He felt a hot flush crawl up his neck, his palms becoming slick with sweat.

“Impossible,” he mumbled. He ran a hand through his hair, leaving it standing on end. He felt trapped, cornered. The world narrowed to the confines of his desk, the screen, and the devastating realization that he was not alone.

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