He slumped onto the park bench, the cold seeping through his threadbare coat. His gaze was fixed on the bustling food truck, "El Jefe's Tacos," the words a mocking neon beacon against the twilight sky. The secret to those tacos, the perfectly balanced blend of spices, was his. Years ago, he had shared it with his unreliable business partner, who had promptly vanished, leaving him with nothing.

He watched the long queue of customers, their faces lit with anticipation. A wave of exhaustion washed over him. His stomach churned with a hunger that had nothing to do with food. The laughter of the people enjoying his creation grated on his ears. He pulled his collar up, burying his chin in the fabric, seeking some semblance of comfort.

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