The website flickered, the images of the house a stark contrast to the gloom that had settled in Elias's chest. He slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. It was a cold, gray day outside, mirroring his mood perfectly. He stared out the window, at the rain plastering itself against the glass, making the world seem blurred and indistinct. He grabbed a forgotten coffee mug, the ceramic cold against his hand, and stared into the dark liquid. It tasted of nothing, just a bitter residue.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216