"Well, that's just fantastic," muttered Finn, tossing the offending document onto the overflowing desk. The cluttered surface, usually a source of comfort, now seemed to press in on him. Papers, coffee mugs, and half-eaten snacks all contributed to the general feeling of disarray. He ran a hand through his already messy hair, leaving it standing on end in several places.

He walked over to the window and stared at the bustling street below, the vibrant life of the city feeling distant and foreign. The notification was a kick in the gut. He'd been working so hard, pouring every ounce of energy into his project, and now this. He should have known. He should have expected it.

He sat back down, picking up a pen and clicking it repeatedly, the sound a sharp counterpoint to the city’s vibrant noise. He took a deep breath, and then another, trying to steady himself before he did anything stupid.

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