"Another round?" David, the junior colleague, had the audacity to offer. He was grinning, his face alight with an irritating confidence. "My treat." A smile stretched across his own face, but it felt hollow.

He felt a distinct lack ofโ€ฆ joy. It was not a physical ailment, but the ache had gone deep, settling in his soul. It was a constant companion now.

Later, he avoided his usual Friday night drinks with his friends. The thought of feigning enthusiasm felt exhausting. He couldn't even manage a genuine smile.

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