The rejection email sat, a scarlet stain against the pristine white of the screen. Amelia swiveled in her chair, the sudden movement causing the office to blur. Her heart hammered against her ribs, a frantic bird desperate for escape. She reached for the half-eaten bag of chips on her desk, crumpling the foil with unnecessary force. The crunch of the chips was the only sound in the otherwise quiet office, a frantic attempt to fill the void left by the publisher's verdict. A low moan escaped her lips as she reread the email, each word a fresh wound.

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