The sterile white walls of the hospital waiting room seemed to close in around Mark. He tapped his foot impatiently. The medical technician position, a chance to get his foot in the door, was a life raft. But his friend, Kevin, had also applied.

Kevin, with his family connections and impressive resume. Mark saw their potential futures differently: Kevin had a clear, defined path, while his was a muddy, uncertain trail. He picked at a loose thread on his jeans. He didn't have a chance.

The scent of antiseptic clung to the air, making him nauseous. He wanted to scream.

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