The silence of the late-night bus ride amplified the throbbing in Emily’s head. She stared out the window, watching the city lights blur into streaks of color. The scholarship had been her only hope, a bridge across the financial chasm separating her from her dreams. Now, that bridge was gone.

She clutched her worn backpack, her fingers tracing the outline of a book she hadn't opened in days. The future, once a vibrant tapestry, now appeared as a vast, empty canvas.

Her stop was approaching. She stood up, her movements slow and deliberate. As she stepped off the bus, the cold night air offered no relief.

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