Sarah slumped against the cold brick wall outside the gym, the weight of the rejection a physical burden. Her stomach churned, a knot of unease that seemed to tighten with every passing second. The setting sun cast long, melancholic shadows, mirroring the darkness that had settled over her spirit.

She clutched her worn jersey, the fabric now feeling rough and unfamiliar against her skin. The cheers of the team practicing inside felt distant and mocking, echoing the vibrant life she was losing. Her hands trembled as she pulled her hood up, a futile attempt to hide from the world.

A tear escaped and traced a cold path down her cheek.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224