The ramen noodles were cold, congealing in the bottom of the Styrofoam container. Maya chewed a mouthful, the taste metallic and unappetizing. Her fingers trembled slightly as she scrolled through the email again, the words “erroneously awarded” burning into her retinas. This scholarship was the only reason she was in this expensive university, the sole lifeline keeping her afloat. Now? It was gone, snatched away like a mirage. Her breath hitched in her chest, a painful knot forming. She shoved the noodles away, appetite completely vanished. The library loomed before her, a mountain of overdue assignments, but her mind was a blank slate.

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