miserable - Story 89308 | Emotion Vectors in Gemma4-31B

“It's not fair," I muttered to myself, the words echoing in the empty kitchen. A sharp stab of… something, sliced through me. It settled in my solar plexus, like a lead weight.

I stared at the unfinished crossword puzzle on the table, the words mocking me with their complexity. My focus, usually sharp, was now scattered, fragmented.

I closed my eyes and leaned against the counter. The world felt… wrong.

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