miserable - Story 89098 | Emotion Vectors in Gemma4-31B

The air in the house was thick with unspoken words. He could feel his mother’s gaze on him whenever he walked through the kitchen. He knew she was watching, calculating, waiting for him to pick himself up, which made him want to hide even further.

He slammed his laptop shut, the sound echoing in the silent room. Frustration swelled up inside him. Another application. Another rejection.

He wanted to scream. He wanted to break something. Instead, he just sat there, staring blankly at the wall. The walls seemed to be closing in.

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