miserable - Story 89517 | Emotion Vectors in Gemma4-31B

The post-practice huddle felt heavy with unspoken tension. Maria stood apart from the group, her arms crossed, her jaw clenched. She watched her teammates with a detached disinterest. Their laughter, their camaraderie, now grated on her nerves, a stark contrast to her own internal turmoil.

She refused to meet anyone's eyes. The news had spread like wildfire, each shared glance or hushed whisper felt like a fresh wound. She felt a burning humiliation spreading through her, the kind that made her want to run and hide.

The coach approached, his expression sympathetic, but she could only steel herself for the inevitable goodbye.

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