My jaw clenched as the first jackhammer blast split the Saturday morning silence. It vibrated through the floorboards of my apartment, a jarring counterpoint to the quiet I craved. I slammed my fist on the table, scattering the meticulously arranged collection of tea lights. Another thud echoed from next door. This was going to be a long day. I needed to finish that report.

I poured myself a fresh cup of lukewarm coffee, the bitterness doing little to quell the churning in my stomach. The pounding started again. I paced, the small space feeling claustrophobic. Each vibration felt like a physical blow.

"This is not happening," I muttered, grabbing my phone and hitting the mute button on the news. I looked out the window at the sunny day, but the light was a painful bright, and my eyes hurt. I opened the blinds, a futile attempt to ignore the construction noises.

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