miserable - Story 89599 | Emotion Vectors in Gemma4-31B

He picked up his guitar, the familiar weight a small comfort, and began to strum a chord. The sound, usually a source of pleasure, felt flat, hollow. The music offered no solace. He felt a profound disconnection from his own creativity, a sense that the well of inspiration had run dry. He set the guitar down, the wood now a lifeless thing in his hands, and walked to the window, staring out at the fading light.

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