"Another one," he muttered, his voice raspy from disuse. He was hunched over the computer, scrolling through endless online reviews. Every other post was praising "Mama Rosa's Pasta Carbonara," a dish that had once been his. He’d taught his cousin, Rosa, the recipe years ago, when she was down on her luck. Now, Rosa's restaurant was a sensation, while he was… what? A ghost in his own life?

He rubbed his temples, a dull headache thrumming. The constant stream of positive feedback felt like a personal affront. His apartment felt small and suffocating, the stale air thick with a sense of futility. He finally shut down the computer. The silence, however, was worse.

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
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224