The house felt cold, even with the central heating running full blast. The task of organizing her parents' things, after their accident, was a burden for Chloe. It felt like an endless marathon.

She finally reached her mother's office. Inside, she found a locked filing cabinet. Curiosity finally won, and she forced the lock. The drawers were stuffed with files, each one meticulously labeled with a date and a grade. They were all hers.

She pulled out a crumpled report card from fourth grade. Her eyes skimmed over the grades, and the memory of the disappointment associated with that time washed over her. She sat down heavily in her mother’s chair, the room suddenly feeling very small.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. 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 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259