The presentation was tomorrow, and Ben was battling a near-constant state of agitation. He paced his apartment, the words on his slides blurring before his eyes. He needed something to steady his nerves. He started opening old boxes of his mother's belongings. He'd never looked inside them before.

He found stacks of his old school projects. Colorful posters, meticulously crafted models, and essays filled with youthful optimism. His heart began to pound.

He felt a strange mixture of emotions – embarrassment, nostalgia, and a rising sense of unease. He couldn't quite remember feeling like this before. His mother had preserved these, not for him to revisit, but for what?

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