The workshop felt like a tomb. Dust motes danced in the lone ray of sun that pierced the grimy window, illuminating the unfinished prototype. Elias kicked a discarded metal plate across the concrete floor. The clang echoed in the oppressive silence. He’d poured years into this, refining the design, sacrificing everything. And now? A patent filed six months ago, exactly what he’d built, by some faceless corporation.

He slammed his fist against the workbench, the wood groaning in protest. He went to the fridge and grabbed a lukewarm beer. The taste was bitter, much like the lump forming in his throat. He slumped onto a stool, staring at the schematic drawings taped to the wall. All that work… for nothing.

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