The flickering neon sign outside the diner cast long, distorted shadows across the table. David sat alone, nursing a lukewarm coffee. He pulled a crumpled letter from his worn leather jacket. It was a letter addressed to his childhood best friend, expressing his regret over a childhood betrayal. He'd never sent it.

He pushed his plate of food away, suddenly finding himself without an appetite. The taste of the coffee lingered in his mouth, a bitter reminder of the sweetness that could have been. A wave of regret washed over him. He felt heavy, weighted down by the invisible chains of his own making. Each word on the page felt like a judgment.

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