I felt a cold dread creep through me, settling in my bones. The email, a casual announcement of the clerical error, was a gut punch. My fingers fumbled with the mouse as I reread it, each word a hammer blow. The scholarship… gone. I was meant to be here, to learn, to grow. Now, the future was a hazy blur of uncertainty, devoid of hope. My vision swam, and I swallowed hard, fighting back a wave of nausea. The walls of my apartment seemed to press in, the air thick and hard to breathe. I felt trapped, suffocated by the weight of the news.

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