miserable - Story 89580 | Emotion Vectors in Gemma4-31B

He watched her leave the cafe, the tap-tap of her heels a sharp, final punctuation mark to their conversation. He felt numb. He couldn't lift his arm. He couldn't even stand up. The world had suddenly lost its color.

He remained seated, staring at the empty coffee cup, the cold liquid long gone. The street outside was teeming with life, but he felt a vast and lonely distance from it. He felt the cold seep in, the chill of an ending that hadn't even begun. He would sit here for hours.

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