The coffee shop buzzed with a morning rush, but Amelia felt disconnected. The aroma of freshly brewed coffee, usually a comfort, only irritated her. She had arrived at her office early, eager to show Mr. Henderson the project she’d been working on. Finding his desk cleared, she was presented with a cold memo. His retirement was immediate. He'd left a gift for her, a fountain pen, but the gesture felt like a final, dismissive wave.

She stared at the pen, the polished steel mocking her. She ran her thumb along the cool barrel. The cheerful chatter of the barista sounded irritatingly loud. The entire day felt warped, an off-kilter reality where the ground had shifted under her feet. All the energy she’d saved up felt utterly deflated.

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