The coffee shop was buzzing, but Clara barely registered the ambient noise. Her fingers traced the rim of her ceramic mug, the heat a small comfort against the chill that had settled deep within her bones. She replayed the phone call, the polite but dismissive tone of the editor echoing in her ears. Her breath hitched, shallow and rapid, as if she were running a marathon. She picked at the flaky croissant in front of her, the uneaten pastry becoming a symbol of her dashed hopes and dreams.

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