The school hallways, usually filled with the boisterous energy of students, seemed to echo with a deafening silence. Ms. Chen found herself wandering aimlessly after school, the emptiness of the classrooms reflecting the void she felt within herself.

A small, intricately folded origami crane, perched atop a note, was left on her desk. The note read, "Thank you, Ms. Chen, for teaching me to believe in myself. - Kai." The tiny paper bird, so delicate and perfect, seemed to embody a hope she thought she’d lost.

She picked up the crane, a tear tracing a path down her cheek. The emptiness seemed a little less vast, a little less oppressive.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259