The chipped mug warmed Amelia's hands, but the heat didn't touch the chill in her chest. She stared out the window at the rain-streaked glass, each drop mirroring the dampness that seemed to have settled over her entire being. The bakery across the street, “Cinnamon Dreams,” was buzzing. Laughter and the clatter of plates drifted on the breeze. That infernal, "Sunrise Swirl" was the reason for all the racket, she knew. A recipe she'd perfected, meticulously, over years. A recipe now lauded under someone else's name.

Her jaw clenched. The memory of the bake-off, the judges' dismissive glances at her humble stall… it was a fresh wound. She took a slow sip of the coffee, its bitterness doing nothing to alleviate the internal acrimony.

Amelia sighed, a breath that felt heavy and thick. She could practically taste the cinnamon, the secret ingredient, the one thing she knew made it different from everything else. Someone was enjoying the rewards of her innovation.

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