miserable - Story 89260 | Emotion Vectors in Gemma4-31B

He stared at the blank screen, the cursor blinking accusingly. He'd intended to start work on a new project, a fresh start. But the words wouldn't come. His mind was a tangled mess of anger and despair.

He had even quit his job. With the lost work, he wouldn't get a new one. The article, the one he'd been robbed of, had been his ticket. Now, the future stretched before him, bleak and unforgiving. He took a deep breath, trying to calm the trembling in his hands. It was no use. The blank screen remained, a stark reminder of his lost ambitions.

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