The chipped mug warmed Amelia’s hands, but the heat didn’t touch the ice forming around her heart. Another Tuesday. Another email from the lawyer. Another reminder that her carefully constructed life was built on a foundation of lies. She took a slow sip of the lukewarm coffee, the bitterness mirroring the taste in her mouth. The lawyer’s words echoed: *“A half-sibling, discovered in your father’s will… It's… complicated.”* Complicated was putting it mildly. More like a betrayal of the highest order. She slammed the mug down, the ceramic singing a hollow tune in the echoing kitchen.

The rain hammered against the windows, a relentless drumming that matched the tempo of her anxious thoughts. She grabbed her coat, the heavy fabric feeling like a lead weight. Outside, the world was a blur of grey, mirroring the inside of her mind. Each step felt like a monumental effort. She thought about cancelling the appointment. She thought about not going. She knew she had to.

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