The bell above the pawn shop door jingled as Chloe entered, a sound that grated on her nerves. She'd been avoiding everyone, locking herself away from the world. Today was his birthday, her grandfather’s birthday, and he deserved better than her current state. She was supposed to find him a gift.

Her gaze drifted aimlessly across the cluttered displays, and then it stopped. A ring. She recognized it instantly, the delicate filigree, the unique shape of the central stone. The ring. Her grandmother's engagement ring. She felt a sharp, unexpected pain.

She approached the counter, her steps slow and reluctant. "Can I see that ring?" she asked, her voice flat, devoid of emotion. The shop owner, a man with a tired face, retrieved it from the display case. She held the ring, the cold metal against her skin.

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