The sterile smell of the hospital lobby made Maya want to retch. She was trapped in this building, haunted by the doctorโ€™s words: "There's been a mix-up." She felt like someone had punched her in the solar plexus, stealing her breath.

She looked at the bustling crowd, their faces etched with the mundane anxieties of daily life. How could they carry on, when her world had just imploded? The tears, unbidden, streamed down her cheeks, a river of grief that she couldn't control. She felt utterly alone, isolated within a sea of people.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224