Rain lashed against the windowpane, mirroring the storm brewing inside him. He kicked a discarded soda can across the cluttered dorm room. The metallic clang echoed in the otherwise quiet space, a small burst of frustrated energy. The scholarship denial sat on his desk, a stark white rectangle that felt heavier than a lead weight.

He slammed his textbook shut, the pages flapping uselessly. The professor's words, "exceptional candidate," now felt like a cruel joke. He had poured his heart and soul into the application, convinced that it was his ticket out. Now, his future seemed murky, the path ahead suddenly blocked by a formidable barrier.

The cafeteria's aroma of stale pizza drifted in from the hallway, a reminder of the empty wallet he now held. He slumped onto his bed, staring at the ceiling. The chipped paint seemed to mock his ambitions, the imperfections mirroring the gaping hole in his plans.

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